Pandas Profiling Report for train

Dataset statistics

Number of variables	29
Number of observations	25099
Missing cells	22543
Missing cells (%)	3.1%
Duplicate rows	9
Duplicate rows (%)	< 0.1%
Total size in memory	5.6 MiB
Average record size in memory	232.0 B

Variable types

Categorical	21
Numeric	8

Alerts

`Владение` has constant value "12.0"	Constant
Dataset has 9 (< 0.1%) duplicate rows	Duplicates
`bodyType` has a high cardinality: 92 distinct values	High cardinality
`complectation_dict` has a high cardinality: 2088 distinct values	High cardinality
`engineDisplacement` has a high cardinality: 55 distinct values	High cardinality
`enginePower` has a high cardinality: 330 distinct values	High cardinality
`equipment_dict` has a high cardinality: 19231 distinct values	High cardinality
`model_info` has a high cardinality: 811 distinct values	High cardinality
`model_name` has a high cardinality: 524 distinct values	High cardinality
`name` has a high cardinality: 3993 distinct values	High cardinality
`super_gen` has a high cardinality: 9191 distinct values	High cardinality
`vehicleConfiguration` has a high cardinality: 710 distinct values	High cardinality
`mileage` is highly correlated with `productionDate` and 4 other fields	High correlation
`productionDate` is highly correlated with `mileage` and 4 other fields	High correlation
`sell_id` is highly correlated with `parsing_unixtime`	High correlation
`modelDate` is highly correlated with `mileage` and 4 other fields	High correlation
`parsing_unixtime` is highly correlated with `sell_id`	High correlation
`price` is highly correlated with `mileage` and 4 other fields	High correlation
`priceEUR` is highly correlated with `mileage` and 4 other fields	High correlation
`priceUSD` is highly correlated with `mileage` and 4 other fields	High correlation
`mileage` is highly correlated with `productionDate` and 1 other fields	High correlation
`productionDate` is highly correlated with `mileage` and 1 other fields	High correlation
`sell_id` is highly correlated with `parsing_unixtime`	High correlation
`modelDate` is highly correlated with `mileage` and 1 other fields	High correlation
`parsing_unixtime` is highly correlated with `sell_id`	High correlation
`price` is highly correlated with `priceEUR` and 1 other fields	High correlation
`priceEUR` is highly correlated with `price` and 1 other fields	High correlation
`priceUSD` is highly correlated with `price` and 1 other fields	High correlation
`mileage` is highly correlated with `productionDate` and 1 other fields	High correlation
`productionDate` is highly correlated with `mileage` and 4 other fields	High correlation
`sell_id` is highly correlated with `parsing_unixtime`	High correlation
`modelDate` is highly correlated with `mileage` and 4 other fields	High correlation
`parsing_unixtime` is highly correlated with `sell_id`	High correlation
`price` is highly correlated with `productionDate` and 3 other fields	High correlation
`priceEUR` is highly correlated with `productionDate` and 3 other fields	High correlation
`priceUSD` is highly correlated with `productionDate` and 3 other fields	High correlation
`bodyType` is highly correlated with `Владение` and 1 other fields	High correlation
`Владельцы` is highly correlated with `Владение`	High correlation
`Руль` is highly correlated with `Владение`	High correlation
`Привод` is highly correlated with `Владение`	High correlation
`Владение` is highly correlated with `bodyType` and 11 other fields	High correlation
`vendor` is highly correlated with `Владение` and 1 other fields	High correlation
`fuelType` is highly correlated with `Владение` and 1 other fields	High correlation
`ПТС` is highly correlated with `Владение`	High correlation
`vehicleTransmission` is highly correlated with `Владение`	High correlation
`numberOfDoors` is highly correlated with `bodyType` and 1 other fields	High correlation
`brand` is highly correlated with `Владение` and 1 other fields	High correlation
`engineDisplacement` is highly correlated with `Владение` and 1 other fields	High correlation
`color` is highly correlated with `Владение`	High correlation
`bodyType` is highly correlated with `brand` and 8 other fields	High correlation
`brand` is highly correlated with `bodyType` and 4 other fields	High correlation
`engineDisplacement` is highly correlated with `bodyType` and 5 other fields	High correlation
`fuelType` is highly correlated with `engineDisplacement`	High correlation
`mileage` is highly correlated with `productionDate` and 1 other fields	High correlation
`productionDate` is highly correlated with `bodyType` and 3 other fields	High correlation
`sell_id` is highly correlated with `parsing_unixtime`	High correlation
`modelDate` is highly correlated with `bodyType` and 3 other fields	High correlation
`numberOfDoors` is highly correlated with `bodyType`	High correlation
`parsing_unixtime` is highly correlated with `sell_id`	High correlation
`vehicleTransmission` is highly correlated with `brand` and 1 other fields	High correlation
`vendor` is highly correlated with `brand` and 1 other fields	High correlation
`Владельцы` is highly correlated with `productionDate` and 1 other fields	High correlation
`Привод` is highly correlated with `bodyType` and 2 other fields	High correlation
`price` is highly correlated with `bodyType` and 2 other fields	High correlation
`priceEUR` is highly correlated with `bodyType` and 2 other fields	High correlation
`priceUSD` is highly correlated with `bodyType` and 2 other fields	High correlation
`complectation_dict` has 17445 (69.5%) missing values	Missing
`equipment_dict` has 4852 (19.3%) missing values	Missing
`sell_id` is highly skewed (γ1 = -84.08746171)	Skewed
`equipment_dict` is uniformly distributed	Uniform

Reproduction

Analysis started	2022-01-18 10:02:36.280273
Analysis finished	2022-01-18 10:04:26.266405
Duration	1 minute and 49.99 seconds
Software version	pandas-profiling v3.1.0
Download configuration	config.json

bodyType
Categorical

HIGH CARDINALITY
HIGH CORRELATION
HIGH CORRELATION

Distinct	92
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	196.2 KiB

внедорожник 5 дв.	9738
седан	7995
лифтбек	1638
хэтчбек 5 дв.	1328
универсал 5 дв.	812
Other values (87)	3588

Length

Max length	34
Median length	13
Mean length	11.36487509
Min length	4

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	17 ?
Unique (%)	0.1%

Sample

1st row	седан
2nd row	седан
3rd row	универсал 5 дв.
4th row	хэтчбек 3 дв.
5th row	седан

Common Values

Value	Count	Frequency (%)
внедорожник 5 дв.	9738	38.8%
седан	7995	31.9%
лифтбек	1638	6.5%
хэтчбек 5 дв.	1328	5.3%
универсал 5 дв.	812	3.2%
купе	635	2.5%
седан long	560	2.2%
минивэн	529	2.1%
хэтчбек 3 дв.	308	1.2%
компактвэн	246	1.0%
Other values (82)	1310	5.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
дв	12419	23.9%
5	12036	23.2%
внедорожник	9825	18.9%
седан	8619	16.6%
лифтбек	1846	3.6%
хэтчбек	1743	3.4%
универсал	849	1.6%
минивэн	792	1.5%
купе	637	1.2%
long	627	1.2%
Other values (79)	2517	4.8%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

brand
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	12
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	196.2 KiB

BMW	3662
MERCEDES	3621
VOLKSWAGEN	3465
TOYOTA	2894
NISSAN	2831
Other values (7)	8626

Length

Max length	10
Median length	6
Mean length	6.346228933
Min length	3

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	AUDI
2nd row	AUDI
3rd row	AUDI
4th row	AUDI
5th row	AUDI

Common Values

Value	Count	Frequency (%)
BMW	3662	14.6%
MERCEDES	3621	14.4%
VOLKSWAGEN	3465	13.8%
TOYOTA	2894	11.5%
NISSAN	2831	11.3%
AUDI	2132	8.5%
SKODA	2007	8.0%
MITSUBISHI	1534	6.1%
VOLVO	884	3.5%
LEXUS	795	3.2%
Other values (2)	1274	5.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
bmw	3662	14.6%
mercedes	3621	14.4%
volkswagen	3465	13.8%
toyota	2894	11.5%
nissan	2831	11.3%
audi	2132	8.5%
skoda	2007	8.0%
mitsubishi	1534	6.1%
volvo	884	3.5%
lexus	795	3.2%
Other values (2)	1274	5.1%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

color
Categorical

HIGH CORRELATION

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	196.2 KiB

чёрный	7752
белый	5276
серый	3419
другой цвет	2963
синий	2457
Other values (2)	3232

Length

Max length	11
Median length	6
Mean length	6.617674011
Min length	5

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	серебристый
2nd row	синий
3rd row	серый
4th row	красный
5th row	серебристый

Common Values

Value	Count	Frequency (%)
чёрный	7752	30.9%
белый	5276	21.0%
серый	3419	13.6%
другой цвет	2963	11.8%
синий	2457	9.8%
серебристый	2152	8.6%
красный	1080	4.3%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
чёрный	7752	27.6%
белый	5276	18.8%
серый	3419	12.2%
другой	2963	10.6%
цвет	2963	10.6%
синий	2457	8.8%
серебристый	2152	7.7%
красный	1080	3.8%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

complectation_dict
Categorical

HIGH CARDINALITY
MISSING

Distinct	2088
Distinct (%)	27.3%
Missing	17445
Missing (%)	69.5%
Memory size	196.2 KiB

{"id": "20726617", "name": "Comfortline (MY 2015-2018)", "available_options": ["airbag-passenger", "lock", "electro-mirrors", "mirrors-heat", "computer", "seat-transformation", "fabric-seats", "steel-wheels", "abs", "wheel-leather", "usb", "audiopreparation", "ashtray-and-cigarette-lighter", "servo", "electro-window-back", "condition", "airbag-driver", "isofix", "aux", "electro-window-front", "paint-metallic", "leather-gear-stick", "audiosystem-cd", "migration-flag", "front-seats-heat", "bluetooth", "wheel-configuration2", "wheel-configuration1", "immo", "third-rear-headrest"]}	64
{"id": "6214882", "name": "Trendline", "available_options": ["airbag-passenger", "lock", "computer", "seat-transformation", "fabric-seats", "steel-wheels", "abs", "audiopreparation", "ashtray-and-cigarette-lighter", "servo", "electro-window-back", "airbag-driver", "isofix", "electro-window-front", "migration-flag", "power-child-locks-rear-doors", "wheel-configuration2", "wheel-configuration1", "immo", "third-rear-headrest"]}	53
{"id": "4562904", "name": "Elegance", "available_options": ["cruise-control", "multi-wheel", "airbag-passenger", "lock", "electro-mirrors", "mirrors-heat", "cooling-box", "computer", "seat-transformation", "wheel-power", "fabric-seats", "airbag-side", "abs", "wheel-leather", "climate-control-1", "esp", "audiopreparation", "electro-window-back", "condition", "music-super", "park-assist-r", "airbag-driver", "isofix", "aux", "electro-window-front", "light-sensor", "hcc", "alarm", "ptf", "rain-sensor", "audiosystem-cd", "migration-flag", "front-seats-heat", "wheel-configuration2", "wheel-configuration1", "immo"]}	42
{"id": "20913628", "name": "Style", "available_options": ["cruise-control", "multi-wheel", "heated-wash-system", "airbag-passenger", "decorative-interior-lighting", "lock", "electro-mirrors", "mirrors-heat", "volume-sensor", "cooling-box", "glonass", "passenger-seat-updown", "computer", "seat-transformation", "fabric-seats", "airbag-side", "electronic-gage-panel", "abs", "wheel-leather", "climate-control-2", "esp", "usb", "audiopreparation", "ashtray-and-cigarette-lighter", "front-centre-armrest", "servo", "electro-window-back", "16-inch-wheels", "park-assist-r", "airbag-driver", "isofix", "aux", "electro-window-front", "light-sensor", "hcc", "airbag-curtain", "alarm", "leather-gear-stick", "ptf", "rain-sensor", "voice-recognition", "audiosystem-cd", "front-seats-heat", "bluetooth", "wheel-configuration2", "wheel-configuration1", "immo", "12v-socket", "third-rear-headrest"]}	37
{"id": "7953884", "name": "Люкс 7 мест", "available_options": ["cruise-control", "multi-wheel", "xenon", "airbag-passenger", "navigation", "roof-rails", "lock", "electro-mirrors", "mirrors-heat", "cooling-box", "leather", "seat-memory", "front-seats-heat-vent", "automatic-lighting-control", "computer", "seat-transformation", "wheel-power", "light-cleaner", "airbag-rear-side", "airbag-side", "electro-trunk", "abs", "wheel-leather", "third-row-seats", "climate-control-1", "auto-mirrors", "esp", "usb", "audiopreparation", "front-centre-armrest", "rear-camera", "electro-window-back", "18-inch-wheels", "hatch", "body-mouldings", "park-assist-f", "rear-seats-heat", "wheel-heat", "condition", "music-super", "park-assist-r", "knee-airbag", "airbag-driver", "isofix", "aux", "electro-window-front", "light-sensor", "hcc", "airbag-curtain", "keyless-entry", "passenger-seat-electric", "alarm", "leather-gear-stick", "start-button", "ptf", "rain-sensor", "audiosystem-cd", "migration-flag", "front-seats-heat", "bluetooth", "wheel-configuration2", "wheel-configuration1", "immo", "windscreen-heat", "12v-socket", "third-rear-headrest", "360-camera"]}	37
Other values (2083)	7421

Length

Max length	1867
Median length	848
Mean length	843.1256859
Min length	223

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	768 ?
Unique (%)	10.0%

Sample

1st row	{"id": "21112648", "name": "Design", "available_options": ["multi-wheel", "xenon", "airbag-passenger", "lock", "door-sill-panel", "electro-mirrors", "mirrors-heat", "start-stop-function", "automatic-lighting-control", "computer", "seat-transformation", "light-cleaner", "fabric-seats", "airbag-side", "abs", "wheel-leather", "climate-control-1", "roller-blind-for-rear-window", "esp", "usb", "audiopreparation", "front-centre-armrest", "servo", "steering-wheel-gear-shift-paddles", "electro-window-back", "17-inch-wheels", "condition", "park-assist-r", "airbag-driver", "isofix", "aux", "electro-window-front", "light-sensor", "hcc", "airbag-curtain", "leather-gear-stick", "rain-sensor", "tyre-pressure", "voice-recognition", "audiosystem-cd", "migration-flag", "front-seats-heat", "bluetooth", "wheel-configuration2", "wheel-configuration1", "immo", "12v-socket", "third-rear-headrest"]}
2nd row	{"id": "21630343", "name": "Advance 45 TFSI quattro S tronic", "available_options": ["cruise-control", "multi-wheel", "airbag-passenger", "roof-rails", "bas", "lock", "door-sill-panel", "electro-mirrors", "mirrors-heat", "glonass", "start-stop-function", "automatic-lighting-control", "passenger-seat-updown", "computer", "seat-transformation", "wheel-power", "dha", "airbag-side", "electro-trunk", "abs", "wheel-leather", "asr", "esp", "usb", "ashtray-and-cigarette-lighter", "front-centre-armrest", "drl", "steering-wheel-gear-shift-paddles", "electro-window-back", "reduce-spare-wheel", "multizone-climate-control", "17-inch-wheels", "body-mouldings", "park-assist-f", "combo-interior", "wheel-heat", "led-lights", "music-super", "park-assist-r", "airbag-driver", "isofix", "aux", "drive-mode-sys", "electro-window-front", "hcc", "airbag-curtain", "passenger-seat-electric", "leather-gear-stick", "start-button", "tyre-pressure", "front-seats-heat", "power-child-locks-rear-doors", "bluetooth", "wheel-configuration2", "wheel-configuration1", "immo", "12v-socket", "third-rear-headrest"]}
3rd row	{"id": "20861839", "name": "Sport", "available_options": ["sport-seats", "multi-wheel", "xenon", "airbag-passenger", "lock", "electro-mirrors", "mirrors-heat", "automatic-lighting-control", "computer", "light-cleaner", "fabric-seats", "airbag-side", "abs", "wheel-leather", "climate-control-1", "esp", "usb", "audiopreparation", "front-centre-armrest", "servo", "18-inch-wheels", "park-assist-r", "airbag-driver", "isofix", "aux", "electro-window-front", "light-sensor", "hcc", "airbag-curtain", "rain-sensor", "tyre-pressure", "audiosystem-cd", "migration-flag", "front-seats-heat", "bluetooth", "wheel-configuration2", "wheel-configuration1", "immo", "12v-socket"]}
4th row	{"id": "2324184", "name": "Стандарт", "available_options": ["airbag-passenger", "lock", "electro-mirrors", "mirrors-heat", "computer", "seat-transformation", "wheel-power", "fabric-seats", "airbag-side", "abs", "climate-control-1", "esp", "audiopreparation", "electro-window-back", "condition", "music-super", "airbag-driver", "electro-window-front", "ptf", "audiosystem-cd", "migration-flag", "front-seats-heat", "wheel-configuration2", "wheel-configuration1", "immo"]}
5th row	{"id": "21594234", "name": "Advance 45 TFSI quattro S tronic", "available_options": ["cruise-control", "multi-wheel", "airbag-passenger", "lock", "door-sill-panel", "electro-mirrors", "driver-seat-memory", "glonass", "start-stop-function", "drowsy-driver-alert-system", "automatic-lighting-control", "passenger-seat-updown", "computer", "airbag-side", "electro-trunk", "abs", "wheel-leather", "climate-control-2", "auto-mirrors", "asr", "esp", "usb", "servo", "steering-wheel-gear-shift-paddles", "electro-window-back", "reduce-spare-wheel", "17-inch-wheels", "body-mouldings", "park-assist-f", "combo-interior", "driver-seat-updown", "wheel-heat", "led-lights", "laminated-safety-glass", "park-assist-r", "airbag-driver", "isofix", "electro-window-front", "light-sensor", "passenger-seat-electric", "rain-sensor", "audiosystem-cd", "front-seats-heat", "power-child-locks-rear-doors", "bluetooth", "wheel-configuration2", "wheel-configuration1", "immo", "12v-socket", "third-rear-headrest", "360-camera"]}

Common Values

Value	Count	Frequency (%)
{"id": "20726617", "name": "Comfortline (MY 2015-2018)", "available_options": ["airbag-passenger", "lock", "electro-mirrors", "mirrors-heat", "computer", "seat-transformation", "fabric-seats", "steel-wheels", "abs", "wheel-leather", "usb", "audiopreparation", "ashtray-and-cigarette-lighter", "servo", "electro-window-back", "condition", "airbag-driver", "isofix", "aux", "electro-window-front", "paint-metallic", "leather-gear-stick", "audiosystem-cd", "migration-flag", "front-seats-heat", "bluetooth", "wheel-configuration2", "wheel-configuration1", "immo", "third-rear-headrest"]}	64	0.3%
{"id": "6214882", "name": "Trendline", "available_options": ["airbag-passenger", "lock", "computer", "seat-transformation", "fabric-seats", "steel-wheels", "abs", "audiopreparation", "ashtray-and-cigarette-lighter", "servo", "electro-window-back", "airbag-driver", "isofix", "electro-window-front", "migration-flag", "power-child-locks-rear-doors", "wheel-configuration2", "wheel-configuration1", "immo", "third-rear-headrest"]}	53	0.2%
{"id": "4562904", "name": "Elegance", "available_options": ["cruise-control", "multi-wheel", "airbag-passenger", "lock", "electro-mirrors", "mirrors-heat", "cooling-box", "computer", "seat-transformation", "wheel-power", "fabric-seats", "airbag-side", "abs", "wheel-leather", "climate-control-1", "esp", "audiopreparation", "electro-window-back", "condition", "music-super", "park-assist-r", "airbag-driver", "isofix", "aux", "electro-window-front", "light-sensor", "hcc", "alarm", "ptf", "rain-sensor", "audiosystem-cd", "migration-flag", "front-seats-heat", "wheel-configuration2", "wheel-configuration1", "immo"]}	42	0.2%
{"id": "20913628", "name": "Style", "available_options": ["cruise-control", "multi-wheel", "heated-wash-system", "airbag-passenger", "decorative-interior-lighting", "lock", "electro-mirrors", "mirrors-heat", "volume-sensor", "cooling-box", "glonass", "passenger-seat-updown", "computer", "seat-transformation", "fabric-seats", "airbag-side", "electronic-gage-panel", "abs", "wheel-leather", "climate-control-2", "esp", "usb", "audiopreparation", "ashtray-and-cigarette-lighter", "front-centre-armrest", "servo", "electro-window-back", "16-inch-wheels", "park-assist-r", "airbag-driver", "isofix", "aux", "electro-window-front", "light-sensor", "hcc", "airbag-curtain", "alarm", "leather-gear-stick", "ptf", "rain-sensor", "voice-recognition", "audiosystem-cd", "front-seats-heat", "bluetooth", "wheel-configuration2", "wheel-configuration1", "immo", "12v-socket", "third-rear-headrest"]}	37	0.1%
{"id": "7953884", "name": "Люкс 7 мест", "available_options": ["cruise-control", "multi-wheel", "xenon", "airbag-passenger", "navigation", "roof-rails", "lock", "electro-mirrors", "mirrors-heat", "cooling-box", "leather", "seat-memory", "front-seats-heat-vent", "automatic-lighting-control", "computer", "seat-transformation", "wheel-power", "light-cleaner", "airbag-rear-side", "airbag-side", "electro-trunk", "abs", "wheel-leather", "third-row-seats", "climate-control-1", "auto-mirrors", "esp", "usb", "audiopreparation", "front-centre-armrest", "rear-camera", "electro-window-back", "18-inch-wheels", "hatch", "body-mouldings", "park-assist-f", "rear-seats-heat", "wheel-heat", "condition", "music-super", "park-assist-r", "knee-airbag", "airbag-driver", "isofix", "aux", "electro-window-front", "light-sensor", "hcc", "airbag-curtain", "keyless-entry", "passenger-seat-electric", "alarm", "leather-gear-stick", "start-button", "ptf", "rain-sensor", "audiosystem-cd", "migration-flag", "front-seats-heat", "bluetooth", "wheel-configuration2", "wheel-configuration1", "immo", "windscreen-heat", "12v-socket", "third-rear-headrest", "360-camera"]}	37	0.1%
{"id": "20887775", "name": "Comfortline", "available_options": ["cruise-control", "multi-wheel", "heated-wash-system", "airbag-passenger", "roof-rails", "lock", "electro-mirrors", "mirrors-heat", "drowsy-driver-alert-system", "automatic-lighting-control", "collision-prevention-assist", "computer", "high-beam-assist", "seat-transformation", "light-cleaner", "fabric-seats", "airbag-side", "abs", "wheel-leather", "climate-control-1", "tinted-glass", "esp", "usb", "audiopreparation", "ashtray-and-cigarette-lighter", "front-centre-armrest", "servo", "steering-wheel-gear-shift-paddles", "electro-window-back", "17-inch-wheels", "body-mouldings", "park-assist-f", "folding-front-passenger-seat", "rear-seats-heat", "led-lights", "park-assist-r", "airbag-driver", "isofix", "electro-window-front", "airbag-curtain", "ptf", "rain-sensor", "audiosystem-cd", "migration-flag", "folding-tables-rear", "front-seats-heat", "power-child-locks-rear-doors", "bluetooth", "wheel-configuration2", "wheel-configuration1", "immo", "12v-socket", "third-rear-headrest"]}	35	0.1%
{"id": "9279347", "name": "Comfort Plus", "available_options": ["airbag-passenger", "lock", "electro-mirrors", "mirrors-heat", "computer", "wheel-power", "fabric-seats", "abs", "audiopreparation", "condition", "15-inch-wheels", "airbag-driver", "isofix", "aux", "electro-window-front", "paint-metallic", "ptf", "audiosystem-cd", "migration-flag", "front-seats-heat", "bluetooth", "wheel-configuration1", "immo", "third-rear-headrest"]}	33	0.1%
{"id": "7707468", "name": "116i", "available_options": ["sport-seats", "multi-wheel", "xenon", "airbag-passenger", "lock", "electro-mirrors", "mirrors-heat", "start-stop-function", "automatic-lighting-control", "computer", "seat-transformation", "wheel-power", "light-cleaner", "airbag-side", "abs", "wheel-leather", "esp", "usb", "audiopreparation", "ashtray-and-cigarette-lighter", "front-centre-armrest", "electro-window-back", "16-inch-wheels", "combo-interior", "condition", "park-assist-r", "airbag-driver", "isofix", "electro-window-front", "airbag-curtain", "paint-metallic", "start-button", "ptf", "audiosystem-cd", "migration-flag", "front-seats-heat", "wheel-configuration2", "wheel-configuration1", "immo", "12v-socket", "third-rear-headrest"]}	30	0.1%
{"id": "20913376", "name": "Active", "available_options": ["heated-wash-system", "airbag-passenger", "lock", "electro-mirrors", "mirrors-heat", "glonass", "computer", "seat-transformation", "fabric-seats", "steel-wheels", "abs", "esp", "usb", "ashtray-and-cigarette-lighter", "servo", "electro-window-back", "driver-seat-updown", "condition", "airbag-driver", "isofix", "aux", "electro-window-front", "hcc", "audiosystem-cd", "bluetooth", "wheel-configuration2", "wheel-configuration1", "immo", "12v-socket"]}	28	0.1%
{"id": "2324184", "name": "Стандарт", "available_options": ["airbag-passenger", "lock", "electro-mirrors", "mirrors-heat", "computer", "seat-transformation", "wheel-power", "fabric-seats", "airbag-side", "abs", "climate-control-1", "esp", "audiopreparation", "electro-window-back", "condition", "music-super", "airbag-driver", "electro-window-front", "ptf", "audiosystem-cd", "migration-flag", "front-seats-heat", "wheel-configuration2", "wheel-configuration1", "immo"]}	27	0.1%
Other values (2078)	7268	29.0%
(Missing)	17445	69.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
id	7654	1.9%
name	7654	1.9%
available_options	7654	1.9%
airbag-driver	7654	1.9%
lock	7643	1.9%
electro-window-front	7643	1.9%
immo	7634	1.9%
abs	7633	1.9%
wheel-configuration1	7621	1.9%
airbag-passenger	7603	1.9%
Other values (2738)	325369	81.0%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

engineDisplacement
Categorical

HIGH CARDINALITY
HIGH CORRELATION
HIGH CORRELATION

Distinct	55
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	196.2 KiB

2.0 LTR	6354
3.0 LTR	3311
1.6 LTR	2894
2.5 LTR	1594
1.8 LTR	1374
Other values (50)	9572

Length

Max length	7
Median length	7
Mean length	7
Min length	7

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2.7 LTR
2nd row	3.0 LTR
3rd row	4.2 LTR
4th row	1.6 LTR
5th row	2.5 LTR

Common Values

Value	Count	Frequency (%)
2.0 LTR	6354	25.3%
3.0 LTR	3311	13.2%
1.6 LTR	2894	11.5%
2.5 LTR	1594	6.4%
1.8 LTR	1374	5.5%
1.4 LTR	1171	4.7%
3.5 LTR	1139	4.5%
2.4 LTR	892	3.6%
1.5 LTR	623	2.5%
2.1 LTR	464	1.8%
Other values (45)	5283	21.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
ltr	25099	50.0%
2.0	6354	12.7%
3.0	3311	6.6%
1.6	2894	5.8%
2.5	1594	3.2%
1.8	1374	2.7%
1.4	1171	2.3%
3.5	1139	2.3%
2.4	892	1.8%
1.5	623	1.2%
Other values (46)	5747	11.4%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

enginePower
Categorical

HIGH CARDINALITY

Distinct	330
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Memory size	196.2 KiB

150 N12	1778
249 N12	1129
110 N12	879
190 N12	834
184 N12	627
Other values (325)	19852

Length

Max length	7
Median length	7
Mean length	6.936132914
Min length	6

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	23 ?
Unique (%)	0.1%

Sample

1st row	230 N12
2nd row	220 N12
3rd row	290 N12
4th row	102 N12
5th row	180 N12

Common Values

Value	Count	Frequency (%)
150 N12	1778	7.1%
249 N12	1129	4.5%
110 N12	879	3.5%
190 N12	834	3.3%
184 N12	627	2.5%
170 N12	602	2.4%
105 N12	595	2.4%
140 N12	588	2.3%
180 N12	490	2.0%
90 N12	422	1.7%
Other values (320)	17155	68.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
n12	25099	50.0%
150	1778	3.5%
249	1129	2.2%
110	879	1.8%
190	834	1.7%
184	627	1.2%
170	602	1.2%
105	595	1.2%
140	588	1.2%
180	490	1.0%
Other values (321)	17577	35.0%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

equipment_dict
Categorical

HIGH CARDINALITY
MISSING
UNIFORM

Distinct	19231
Distinct (%)	95.0%
Missing	4852
Missing (%)	19.3%
Memory size	196.2 KiB

{"engine-proof": True, "leather": True}	70
{"engine-proof": True, "fabric-seats": True}	53
{"gbo": True}	45
{"alarm": True}	26
{"hatch": True}	23
Other values (19226)	20030

Length

Max length	2729
Median length	871
Mean length	901.8311849
Min length	13

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	18826 ?
Unique (%)	93.0%

Sample

1st row	{"cruise-control": True, "tinted-glass": True, "esp": True, "usb": True, "aux": True, "spare-wheel": True, "passenger-seat-updown": True, "front-centre-armrest": True, "computer": True, "front-seat-support": True, "wheel-power": True, "lock": True, "electro-mirrors": True, "steel-wheels": True, "leather-gear-stick": True, "ptf": True, "feedback-alarm": True, "16-inch-wheels": True, "volume-sensor": True, "audiosystem-cd": True, "velvet-seats": True, "abs": True, "bluetooth": True, "wheel-leather": True, "immo": True, "climate-control-2": True, "auto-mirrors": True, "12v-socket": True}
2nd row	{"cruise-control": True, "esp": True, "sport-seats": True, "usb": True, "aux": True, "audiosystem-tv": True, "passenger-seat-updown": True, "front-centre-armrest": True, "computer": True, "navigation": True, "seat-transformation": True, "wheel-power": True, "alarm": True, "lock": True, "electro-mirrors": True, "leather-gear-stick": True, "ptf": True, "16-inch-wheels": True, "multizone-climate-control": True, "volume-sensor": True, "audiosystem-cd": True, "dark-interior": True, "leather": True, "seat-memory": True, "abs": True, "bluetooth": True, "wheel-leather": True, "immo": True, "auto-mirrors": True}
3rd row	{"tinted-glass": True, "sport-seats": True, "electro-window-front": True, "spare-wheel": True, "ashtray-and-cigarette-lighter": True, "passenger-seat-updown": True, "high-beam-assist": True, "front-seat-support": True, "seat-transformation": True, "wheel-power": True, "lock": True, "electro-mirrors": True, "steel-wheels": True, "leather-gear-stick": True, "feedback-alarm": True, "16-inch-wheels": True, "mirrors-heat": True, "audiosystem-cd": True, "dark-interior": True, "turnbuckle": True, "leather": True, "abs": True, "power-child-locks-rear-doors": True, "sport-pedals": True, "12v-socket": True, "black-roof": True}
4th row	{"engine-proof": True, "airbag-passenger": True, "esp": True, "front-seats-heat": True, "airbag-driver": True, "wheel-power": True, "electro-window-front": True, "audiosystem-cd": True, "climate-control-2": True, "fabric-seats": True}
5th row	{"cruise-control": True, "tinted-glass": True, "roller-blind-for-rear-window": True, "esp": True, "usb": True, "multi-wheel": True, "xenon": True, "audiosystem-tv": True, "airbag-passenger": True, "front-centre-armrest": True, "navigation": True, "apple-carplay": True, "decorative-interior-lighting": True, "rear-camera": True, "lock": True, "door-sill-panel": True, "servo": True, "electro-mirrors": True, "drl": True, "steering-wheel-gear-shift-paddles": True, "electro-window-back": True, "reduce-spare-wheel": True, "multizone-climate-control": True, "mirrors-heat": True, "17-inch-wheels": True, "dark-interior": True, "park-assist-f": True, "leather": True, "wheel-heat": True, "park-assist-r": True, "engine-proof": True, "glonass": True, "start-stop-function": True, "airbag-driver": True, "isofix": True, "aux": True, "electro-window-front": True, "light-sensor": True, "hcc": True, "automatic-lighting-control": True, "airbag-curtain": True, "passenger-seat-updown": True, "computer": True, "seat-transformation": True, "android-auto": True, "light-cleaner": True, "driver-seat-electric": True, "alloy-wheel-disks": True, "leather-gear-stick": True, "start-button": True, "rain-sensor": True, "airbag-side": True, "tyre-pressure": True, "voice-recognition": True, "audiosystem-cd": True, "abs": True, "front-seats-heat": True, "bluetooth": True, "wheel-configuration2": True, "wheel-leather": True, "wheel-configuration1": True, "immo": True, "auto-mirrors": True, "12v-socket": True, "third-rear-headrest": True}

Common Values

Value	Count	Frequency (%)
{"engine-proof": True, "leather": True}	70	0.3%
{"engine-proof": True, "fabric-seats": True}	53	0.2%
{"gbo": True}	45	0.2%
{"alarm": True}	26	0.1%
{"hatch": True}	23	0.1%
{"wheel-power": True}	21	0.1%
{"leather": True}	20	0.1%
{"condition": True}	18	0.1%
{"abs": True}	18	0.1%
{"engine-proof": True, "combo-interior": True}	15	0.1%
Other values (19221)	19938	79.4%
(Missing)	4852	19.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
true	805599	50.0%
abs	18016	1.1%
lock	17262	1.1%
electro-mirrors	16364	1.0%
computer	16009	1.0%
front-seats-heat	15093	0.9%
esp	15091	0.9%
electro-window-front	14728	0.9%
airbag-driver	14584	0.9%
immo	14381	0.9%
Other values (236)	664071	41.2%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

fuelType
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	196.2 KiB

бензин	16848
дизель	7410
гибрид	694
другое топливо	147

Length

Max length	14
Median length	6
Mean length	6.046854456
Min length	6

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	бензин
2nd row	бензин
3rd row	бензин
4th row	бензин
5th row	дизель

Common Values

Value	Count	Frequency (%)
бензин	16848	67.1%
дизель	7410	29.5%
гибрид	694	2.8%
другое топливо	147	0.6%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
бензин	16848	66.7%
дизель	7410	29.4%
гибрид	694	2.7%
другое	147	0.6%
топливо	147	0.6%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

mileage
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	601
Distinct (%)	2.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	149884.0193

Minimum	1000
Maximum	1140000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	196.2 KiB

Quantile statistics

Minimum	1000
5-th percentile	22000
Q1	73000
median	132000
Q3	204000
95-th percentile	340000
Maximum	1140000
Range	1139000
Interquartile range (IQR)	131000

Descriptive statistics

Standard deviation	102916.5397
Coefficient of variation (CV)	0.6866411789
Kurtosis	3.399500124
Mean	149884.0193
Median Absolute Deviation (MAD)	64000
Skewness	1.294758698
Sum	3761939000
Variance	1.059181414 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
130000	133	0.5%
79000	127	0.5%
87000	125	0.5%
127000	123	0.5%
82000	123	0.5%
99000	122	0.5%
108000	122	0.5%
77000	121	0.5%
118000	120	0.5%
112000	120	0.5%
Other values (591)	23863	95.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1000	55	0.2%
2000	26	0.1%
3000	32	0.1%
4000	22	0.1%
5000	48	0.2%
6000	45	0.2%
7000	49	0.2%
8000	48	0.2%
9000	39	0.2%
10000	54	0.2%

Value	Count	Frequency (%)
1140000	1	< 0.1%
1040000	1	< 0.1%
1010000	1	< 0.1%
1000000	1	< 0.1%
990000	1	< 0.1%
957000	1	< 0.1%
930000	1	< 0.1%
920000	1	< 0.1%
910000	1	< 0.1%
890000	1	< 0.1%

productionDate
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	56
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2011.426192

Minimum	1937
Maximum	2020
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	196.2 KiB

Quantile statistics

Minimum	1937
5-th percentile	1997
Q1	2008
median	2013
Q3	2017
95-th percentile	2020
Maximum	2020
Range	83
Interquartile range (IQR)	9

Descriptive statistics

Standard deviation	7.069551957
Coefficient of variation (CV)	0.003514696181
Kurtosis	3.595322304
Mean	2011.426192
Median Absolute Deviation (MAD)	4
Skewness	-1.447424796
Sum	50484786
Variance	49.97856487
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2018	1987	7.9%
2012	1791	7.1%
2017	1770	7.1%
2014	1745	7.0%
2013	1724	6.9%
2016	1555	6.2%
2011	1540	6.1%
2019	1479	5.9%
2020	1474	5.9%
2015	1462	5.8%
Other values (46)	8572	34.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1937	1	< 0.1%
1938	1	< 0.1%
1950	1	< 0.1%
1952	2	< 0.1%
1959	3	< 0.1%
1961	1	< 0.1%
1966	1	< 0.1%
1967	1	< 0.1%
1972	2	< 0.1%
1973	1	< 0.1%

Value	Count	Frequency (%)
2020	1474	5.9%
2019	1479	5.9%
2018	1987	7.9%
2017	1770	7.1%
2016	1555	6.2%
2015	1462	5.8%
2014	1745	7.0%
2013	1724	6.9%
2012	1791	7.1%
2011	1540	6.1%

sell_id
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
SKEWED

Distinct	24693
Distinct (%)	98.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1105331364

Minimum	42331319
Maximum	1106605198
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	196.2 KiB

Quantile statistics

Minimum	42331319
5-th percentile	1102929933
Q1	1105803716
median	1106272656
Q3	1106480760
95-th percentile	1106586728
Maximum	1106605198
Range	1064273879
Interquartile range (IQR)	677044

Descriptive statistics

Standard deviation	10455620.58
Coefficient of variation (CV)	0.009459263456
Kurtosis	8448.670144
Mean	1105331364
Median Absolute Deviation (MAD)	252552
Skewness	-84.08746171
Sum	2.77427119 × 10¹³
Variance	1.093200017 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1106399734	3	< 0.1%
1106435678	3	< 0.1%
1106294263	3	< 0.1%
1106583771	3	< 0.1%
1105565147	3	< 0.1%
1106379819	3	< 0.1%
1106339540	3	< 0.1%
1106567822	3	< 0.1%
1106393543	3	< 0.1%
1106591557	3	< 0.1%
Other values (24683)	25069	99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
42331319	1	< 0.1%
46705238	1	< 0.1%
1003206531	1	< 0.1%
1003827862	1	< 0.1%
1009780905	1	< 0.1%
1011154809	1	< 0.1%
1014051735	1	< 0.1%
1016534508	1	< 0.1%
1017770108	1	< 0.1%
1018738511	1	< 0.1%

Value	Count	Frequency (%)
1106605198	1	< 0.1%
1106605195	1	< 0.1%
1106605015	1	< 0.1%
1106604976	1	< 0.1%
1106604947	1	< 0.1%
1106604843	1	< 0.1%
1106604828	1	< 0.1%
1106604818	1	< 0.1%
1106604792	1	< 0.1%
1106604791	1	< 0.1%

modelDate
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	62
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2009.306586

Minimum	1936
Maximum	2020
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	196.2 KiB

Quantile statistics

Minimum	1936
5-th percentile	1995
Q1	2006
median	2011
Q3	2014
95-th percentile	2018
Maximum	2020
Range	84
Interquartile range (IQR)	8

Descriptive statistics

Standard deviation	7.394795164
Coefficient of variation (CV)	0.003680272197
Kurtosis	4.092031473
Mean	2009.306586
Median Absolute Deviation (MAD)	4
Skewness	-1.532160195
Sum	50431586
Variance	54.68299551
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2013	2120	8.4%
2014	2047	8.2%
2017	1936	7.7%
2015	1759	7.0%
2010	1574	6.3%
2011	1548	6.2%
2012	1510	6.0%
2008	1248	5.0%
2009	1247	5.0%
2006	1102	4.4%
Other values (52)	9008	35.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1936	1	< 0.1%
1937	1	< 0.1%
1938	2	< 0.1%
1949	1	< 0.1%
1951	1	< 0.1%
1955	1	< 0.1%
1957	1	< 0.1%
1958	2	< 0.1%
1960	1	< 0.1%
1963	1	< 0.1%

Value	Count	Frequency (%)
2020	282	1.1%
2019	427	1.7%
2018	689	2.7%
2017	1936	7.7%
2016	978	3.9%
2015	1759	7.0%
2014	2047	8.2%
2013	2120	8.4%
2012	1510	6.0%
2011	1548	6.2%

model_info
Categorical

HIGH CARDINALITY

Distinct	811
Distinct (%)	3.2%
Missing	0
Missing (%)	0.0%
Memory size	196.2 KiB

{"code": "OCTAVIA", "name": "Octavia", "ru_name": "Октавия"}	973
{"code": "5ER", "name": "5 серии", "ru_name": "5 серии"}	813
{"code": "POLO", "name": "Polo", "ru_name": "Поло"}	749
{"code": "E_KLASSE", "name": "E-Класс", "ru_name": "Е-класс"}	655
{"code": "CAMRY", "name": "Camry", "ru_name": "Камри"}	623
Other values (806)	21286

Length

Max length	185
Median length	57
Mean length	60.17825411
Min length	42

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	201 ?
Unique (%)	0.8%

Sample

1st row	{"code": "A6", "name": "A6", "ru_name": "А6"}
2nd row	{"code": "A6", "name": "A6", "ru_name": "А6"}
3rd row	{"code": "100", "name": "100", "ru_name": "100"}
4th row	{"code": "A3", "name": "A3", "ru_name": "А3"}
5th row	{"code": "A8", "name": "A8", "ru_name": "А8"}

Common Values

Value	Count	Frequency (%)
{"code": "OCTAVIA", "name": "Octavia", "ru_name": "Октавия"}	973	3.9%
{"code": "5ER", "name": "5 серии", "ru_name": "5 серии"}	813	3.2%
{"code": "POLO", "name": "Polo", "ru_name": "Поло"}	749	3.0%
{"code": "E_KLASSE", "name": "E-Класс", "ru_name": "Е-класс"}	655	2.6%
{"code": "CAMRY", "name": "Camry", "ru_name": "Камри"}	623	2.5%
{"code": "3ER", "name": "3 серии", "ru_name": "3 серии"}	590	2.4%
{"code": "TIGUAN", "name": "Tiguan", "ru_name": "Тигуан"}	536	2.1%
{"code": "PASSAT", "name": "Passat", "ru_name": "Пассат"}	523	2.1%
{"code": "QASHQAI", "name": "Qashqai", "ru_name": "Кашкай"}	522	2.1%
{"code": "X_TRAIL", "name": "X-Trail", "ru_name": "X-трейл"}	504	2.0%
Other values (801)	18611	74.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
code	26188	15.4%
name	26188	15.4%
ru_name	25099	14.7%
серии	4158	2.4%
	2410	1.4%
octavia	1967	1.2%
5	1656	1.0%
polo	1500	0.9%
camry	1259	0.7%
3	1187	0.7%
Other values (1315)	78841	46.3%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

model_name
Categorical

HIGH CARDINALITY

Distinct	524
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Memory size	196.2 KiB

OCTAVIA	973
5ER	823
POLO	749
E_KLASSE	655
CAMRY	628
Other values (519)	21271

Length

Max length	20
Median length	5
Mean length	5.736085103
Min length	1

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	105 ?
Unique (%)	0.4%

Sample

1st row	A6
2nd row	A6
3rd row	100
4th row	A3
5th row	A8

Common Values

Value	Count	Frequency (%)
OCTAVIA	973	3.9%
5ER	823	3.3%
POLO	749	3.0%
E_KLASSE	655	2.6%
CAMRY	628	2.5%
3ER	592	2.4%
TIGUAN	539	2.1%
QASHQAI	528	2.1%
PASSAT	525	2.1%
X_TRAIL	504	2.0%
Other values (514)	18583	74.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
octavia	973	3.9%
5er	823	3.3%
polo	749	3.0%
e_klasse	655	2.6%
camry	628	2.5%
3er	592	2.4%
tiguan	539	2.1%
qashqai	528	2.1%
passat	525	2.1%
x_trail	504	2.0%
Other values (514)	18583	74.0%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

name
Categorical

HIGH CARDINALITY

Distinct	3993
Distinct (%)	15.9%
Missing	0
Missing (%)	0.0%
Memory size	196.2 KiB

1.6 AT (110 л.с.)	346
1.6 MT (110 л.с.)	229
1.4 AMT (150 л.с.)	213
2.5 AT (181 л.с.)	182
1.6 MT (90 л.с.)	157
Other values (3988)	23972

Length

Max length	49
Median length	21
Mean length	21.74349576
Min length	16

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1319 ?
Unique (%)	5.3%

Sample

1st row	2.7 MT (230 л.с.)
2nd row	3.0 MT (220 л.с.) 4WD
3rd row	S4 4.2 MT (290 л.с.) 4WD
4th row	1.6 MT (102 л.с.)
5th row	2.5d AT (180 л.с.) 4WD

Common Values

Value	Count	Frequency (%)
1.6 AT (110 л.с.)	346	1.4%
1.6 MT (110 л.с.)	229	0.9%
1.4 AMT (150 л.с.)	213	0.8%
2.5 AT (181 л.с.)	182	0.7%
1.6 MT (90 л.с.)	157	0.6%
1.4 AMT (125 л.с.)	153	0.6%
30d 3.0d AT (249 л.с.) 4WD	148	0.6%
1.6 MT (105 л.с.)	143	0.6%
1.6 AT (105 л.с.)	139	0.6%
1.6 MT (102 л.с.)	118	0.5%
Other values (3983)	23271	92.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
л.с	25022	20.1%
at	12938	10.4%
4wd	11289	9.1%
mt	6861	5.5%
2.0	3872	3.1%
amt	2913	2.3%
cvt	2428	2.0%
1.6	2421	1.9%
2.0d	2312	1.9%
3.0d	2002	1.6%
Other values (828)	52389	42.1%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

numberOfDoors
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	196.2 KiB

5.0	14544
4.0	9267
2.0	886
3.0	402

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	4.0
2nd row	4.0
3rd row	5.0
4th row	3.0
5th row	4.0

Common Values

Value	Count	Frequency (%)
5.0	14544	57.9%
4.0	9267	36.9%
2.0	886	3.5%
3.0	402	1.6%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
5.0	14544	57.9%
4.0	9267	36.9%
2.0	886	3.5%
3.0	402	1.6%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

parsing_unixtime
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	24077
Distinct (%)	95.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1636272143

Minimum	1404566760
Maximum	1642449486
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	196.2 KiB

Quantile statistics

Minimum	1404566760
5-th percentile	1617688140
Q1	1637073786
median	1640777155
Q3	1642090035
95-th percentile	1642408190
Maximum	1642449486
Range	237882726.5
Interquartile range (IQR)	5016248.813

Descriptive statistics

Standard deviation	15564437.03
Coefficient of variation (CV)	0.009512132256
Kurtosis	51.03305631
Mean	1636272143
Median Absolute Deviation (MAD)	1498489.464
Skewness	-6.189428699
Sum	4.106879452 × 10¹³
Variance	2.422517002 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1642427301	8	< 0.1%
1642406461	8	< 0.1%
1642406491	7	< 0.1%
1642421944	7	< 0.1%
1642406471	7	< 0.1%
1642426637	6	< 0.1%
1642073170	6	< 0.1%
1642427463	6	< 0.1%
1642406450	6	< 0.1%
1642406481	6	< 0.1%
Other values (24067)	25032	99.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1404566760	1	< 0.1%
1409850840	1	< 0.1%
1416309811	1	< 0.1%
1417070650	1	< 0.1%
1425292615	1	< 0.1%
1427135819	1	< 0.1%
1431354800	1	< 0.1%
1435002604	1	< 0.1%
1436943679	1	< 0.1%
1438426795	1	< 0.1%

Value	Count	Frequency (%)
1642449486	1	< 0.1%
1642449460	1	< 0.1%
1642449444	1	< 0.1%
1642449028	1	< 0.1%
1642449024	1	< 0.1%
1642448155	1	< 0.1%
1642448143	1	< 0.1%
1642448121	1	< 0.1%
1642447962	1	< 0.1%
1642447554	1	< 0.1%

super_gen
Categorical

HIGH CARDINALITY

Distinct	9191
Distinct (%)	36.6%
Missing	0
Missing (%)	0.0%
Memory size	196.2 KiB

{"gear_type": "FORWARD_CONTROL", "engine_type": "GASOLINE", "transmission": "MECHANICAL", "id": "6214876", "name": "", "nameplate": "", "displacement": 1598, "power": 105, "power_kvt": 77, "human_name": "1.6 MT (105 л.с.)"}	81
{"gear_type": "FORWARD_CONTROL", "engine_type": "GASOLINE", "transmission": "MECHANICAL", "id": "20088174", "name": "", "nameplate": "", "displacement": 1598, "power": 85, "power_kvt": 63, "human_name": "1.6 MT (85 л.с.)"}	71
{"gear_type": "FORWARD_CONTROL", "engine_type": "GASOLINE", "transmission": "AUTOMATIC", "id": "6214877", "name": "", "nameplate": "", "displacement": 1598, "power": 105, "power_kvt": 77, "human_name": "1.6 AT (105 л.с.)"}	65
{"gear_type": "FORWARD_CONTROL", "engine_type": "GASOLINE", "transmission": "MECHANICAL", "id": "9279339", "name": "", "nameplate": "", "displacement": 1598, "power": 102, "power_kvt": 75, "human_name": "1.6 MT (102 л.с.)"}	64
{"gear_type": "FORWARD_CONTROL", "engine_type": "GASOLINE", "transmission": "AUTOMATIC", "id": "9279341", "name": "", "nameplate": "", "displacement": 1598, "power": 102, "power_kvt": 75, "human_name": "1.6 AT (102 л.с.)"}	63
Other values (9186)	24755

Length

Max length	376
Median length	228
Mean length	240.9764931
Min length	214

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4622 ?
Unique (%)	18.4%

Sample

1st row	{"gear_type": "FORWARD_CONTROL", "engine_type": "GASOLINE", "transmission": "MECHANICAL", "id": "6297397", "name": "", "nameplate": "", "displacement": 2671, "power": 230, "power_kvt": 169, "human_name": "2.7 MT (230 л.с.)"}
2nd row	{"gear_type": "ALL_WHEEL_DRIVE", "engine_type": "GASOLINE", "transmission": "MECHANICAL", "id": "6297707", "name": "", "nameplate": "", "displacement": 2976, "power": 220, "power_kvt": 162, "human_name": "3.0 MT (220 л.с.) 4WD"}
3rd row	{"gear_type": "ALL_WHEEL_DRIVE", "engine_type": "GASOLINE", "transmission": "MECHANICAL", "id": "20388803", "name": "S4", "nameplate": "S4", "displacement": 4172, "power": 290, "power_kvt": 213, "human_name": "S4 4.2 MT (290 л.с.) 4WD"}
4th row	{"gear_type": "FORWARD_CONTROL", "engine_type": "GASOLINE", "transmission": "MECHANICAL", "id": "4720894", "name": "", "nameplate": "", "displacement": 1595, "power": 102, "power_kvt": 75, "human_name": "1.6 MT (102 л.с.)"}
5th row	{"gear_type": "ALL_WHEEL_DRIVE", "engine_type": "DIESEL", "transmission": "AUTOMATIC", "id": "21214381", "name": "", "nameplate": "", "displacement": 2496, "power": 180, "power_kvt": 132, "human_name": "2.5d AT (180 л.с.) 4WD"}

Common Values

Value	Count	Frequency (%)
{"gear_type": "FORWARD_CONTROL", "engine_type": "GASOLINE", "transmission": "MECHANICAL", "id": "6214876", "name": "", "nameplate": "", "displacement": 1598, "power": 105, "power_kvt": 77, "human_name": "1.6 MT (105 л.с.)"}	81	0.3%
{"gear_type": "FORWARD_CONTROL", "engine_type": "GASOLINE", "transmission": "MECHANICAL", "id": "20088174", "name": "", "nameplate": "", "displacement": 1598, "power": 85, "power_kvt": 63, "human_name": "1.6 MT (85 л.с.)"}	71	0.3%
{"gear_type": "FORWARD_CONTROL", "engine_type": "GASOLINE", "transmission": "AUTOMATIC", "id": "6214877", "name": "", "nameplate": "", "displacement": 1598, "power": 105, "power_kvt": 77, "human_name": "1.6 AT (105 л.с.)"}	65	0.3%
{"gear_type": "FORWARD_CONTROL", "engine_type": "GASOLINE", "transmission": "MECHANICAL", "id": "9279339", "name": "", "nameplate": "", "displacement": 1598, "power": 102, "power_kvt": 75, "human_name": "1.6 MT (102 л.с.)"}	64	0.3%
{"gear_type": "FORWARD_CONTROL", "engine_type": "GASOLINE", "transmission": "AUTOMATIC", "id": "9279341", "name": "", "nameplate": "", "displacement": 1598, "power": 102, "power_kvt": 75, "human_name": "1.6 AT (102 л.с.)"}	63	0.3%
{"gear_type": "FORWARD_CONTROL", "engine_type": "GASOLINE", "transmission": "MECHANICAL", "id": "20726508", "name": "", "nameplate": "", "displacement": 1598, "power": 110, "power_kvt": 81, "human_name": "1.6 MT (110 л.с.)"}	53	0.2%
{"gear_type": "FORWARD_CONTROL", "engine_type": "GASOLINE", "transmission": "AUTOMATIC", "id": "20726520", "displacement": 1598, "power": 110, "power_kvt": 81, "human_name": "1.6 AT (110 л.с.)", "acceleration": 11.7, "clearance_min": 163, "fuel_rate": 5.9}	50	0.2%
{"gear_type": "FORWARD_CONTROL", "engine_type": "GASOLINE", "transmission": "AUTOMATIC", "id": "20726520", "name": "", "nameplate": "", "displacement": 1598, "power": 110, "power_kvt": 81, "human_name": "1.6 AT (110 л.с.)"}	49	0.2%
{"gear_type": "FORWARD_CONTROL", "engine_type": "GASOLINE", "transmission": "AUTOMATIC", "id": "2404985", "name": "", "nameplate": "", "displacement": 1596, "power": 107, "power_kvt": 79, "human_name": "1.6 AT (107 л.с.)"}	48	0.2%
{"gear_type": "ALL_WHEEL_DRIVE", "engine_type": "DIESEL", "transmission": "AUTOMATIC", "id": "7953785", "displacement": 4461, "power": 235, "power_kvt": 173, "human_name": "4.5d AT (235 л.с.) 4WD", "acceleration": 8.9, "clearance_min": 225, "fuel_rate": 8.1}	45	0.2%
Other values (9181)	24510	97.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
	26618	4.2%
gear_type	25099	4.0%
power_kvt	25099	4.0%
engine_type	25099	4.0%
transmission	25099	4.0%
id	25099	4.0%
displacement	25099	4.0%
human_name	25099	4.0%
power	25099	4.0%
л.с	25022	4.0%
Other values (9728)	377500	59.9%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

vehicleConfiguration
Categorical

HIGH CARDINALITY

Distinct	710
Distinct (%)	2.8%
Missing	0
Missing (%)	0.0%
Memory size	196.2 KiB

ALLROAD_5_DOORS AUTOMATIC 3.0	1773
SEDAN AUTOMATIC 2.0	1180
ALLROAD_5_DOORS AUTOMATIC 2.0	1002
SEDAN AUTOMATIC 3.0	772
ALLROAD_5_DOORS VARIATOR 2.0	710
Other values (705)	19662

Length

Max length	32
Median length	25
Mean length	24.15478704
Min length	13

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	154 ?
Unique (%)	0.6%

Sample

1st row	SEDAN MECHANICAL 2.7
2nd row	SEDAN MECHANICAL 3.0
3rd row	WAGON_5_DOORS MECHANICAL 4.2
4th row	HATCHBACK_3_DOORS MECHANICAL 1.6
5th row	SEDAN AUTOMATIC 2.5

Common Values

Value	Count	Frequency (%)
ALLROAD_5_DOORS AUTOMATIC 3.0	1773	7.1%
SEDAN AUTOMATIC 2.0	1180	4.7%
ALLROAD_5_DOORS AUTOMATIC 2.0	1002	4.0%
SEDAN AUTOMATIC 3.0	772	3.1%
ALLROAD_5_DOORS VARIATOR 2.0	710	2.8%
SEDAN MECHANICAL 1.6	644	2.6%
ALLROAD_5_DOORS MECHANICAL 2.0	625	2.5%
SEDAN MECHANICAL 2.0	551	2.2%
SEDAN AUTOMATIC 2.5	544	2.2%
SEDAN AUTOMATIC 1.6	525	2.1%
Other values (700)	16773	66.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
automatic	12938	17.2%
allroad_5_doors	9759	13.0%
sedan	8616	11.4%
mechanical	6861	9.1%
2.0	6354	8.4%
3.0	3311	4.4%
1.6	2894	3.8%
robot	2872	3.8%
variator	2428	3.2%
liftback	1846	2.5%
Other values (72)	17418	23.1%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

vehicleTransmission
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	196.2 KiB

автоматическая	12938
механическая	6861
роботизированная	2872
вариатор	2428

Length

Max length	16
Median length	14
Mean length	13.1017172
Min length	8

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	механическая
2nd row	механическая
3rd row	механическая
4th row	механическая
5th row	автоматическая

Common Values

Value	Count	Frequency (%)
автоматическая	12938	51.5%
механическая	6861	27.3%
роботизированная	2872	11.4%
вариатор	2428	9.7%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
автоматическая	12938	51.5%
механическая	6861	27.3%
роботизированная	2872	11.4%
вариатор	2428	9.7%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

vendor
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	196.2 KiB

EUROPEAN	15766
JAPANESE	9328
AMERICAN	5

Length

Max length	8
Median length	8
Mean length	8
Min length	8

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	EUROPEAN
2nd row	EUROPEAN
3rd row	EUROPEAN
4th row	EUROPEAN
5th row	EUROPEAN

Common Values

Value	Count	Frequency (%)
EUROPEAN	15766	62.8%
JAPANESE	9328	37.2%
AMERICAN	5	< 0.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
european	15766	62.8%
japanese	9328	37.2%
american	5	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

Владельцы
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	196.2 KiB

3 или более	10353
1 владелец	8212
2 владельца	6534

Length

Max length	11
Median length	11
Mean length	10.67281565
Min length	10

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3 или более
2nd row	3 или более
3rd row	3 или более
4th row	3 или более
5th row	3 или более

Common Values

Value	Count	Frequency (%)
3 или более	10353	41.2%
1 владелец	8212	32.7%
2 владельца	6534	26.0%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
3	10353	17.1%
или	10353	17.1%
более	10353	17.1%
1	8212	13.6%
владелец	8212	13.6%
2	6534	10.8%
владельца	6534	10.8%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

Владение
Categorical

CONSTANT
HIGH CORRELATION
REJECTED

Distinct	1
Distinct (%)	< 0.1%
Missing	246
Missing (%)	1.0%
Memory size	196.2 KiB

12.0	24853

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	12.0
2nd row	12.0
3rd row	12.0
4th row	12.0
5th row	12.0

Common Values

Value	Count	Frequency (%)
12.0	24853	99.0%
(Missing)	246	1.0%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
12.0	24853	100.0%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

ПТС
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	196.2 KiB

Оригинал	21724
Дубликат	3375

Length

Max length	8
Median length	8
Mean length	8
Min length	8

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Оригинал
2nd row	Оригинал
3rd row	Дубликат
4th row	Дубликат
5th row	Дубликат

Common Values

Value	Count	Frequency (%)
Оригинал	21724	86.6%
Дубликат	3375	13.4%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
оригинал	21724	86.6%
дубликат	3375	13.4%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

Привод
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	196.2 KiB

полный	11289
передний	10312
задний	3498

Length

Max length	8
Median length	6
Mean length	6.821706044
Min length	6

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	передний
2nd row	полный
3rd row	полный
4th row	передний
5th row	полный

Common Values

Value	Count	Frequency (%)
полный	11289	45.0%
передний	10312	41.1%
задний	3498	13.9%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
полный	11289	45.0%
передний	10312	41.1%
задний	3498	13.9%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

Руль
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	196.2 KiB

Левый	24169
Правый	930

Length

Max length	6
Median length	5
Mean length	5.037053269
Min length	5

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Левый
2nd row	Левый
3rd row	Левый
4th row	Левый
5th row	Левый

Common Values

Value	Count	Frequency (%)
Левый	24169	96.3%
Правый	930	3.7%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
левый	24169	96.3%
правый	930	3.7%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

price
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	1151
Distinct (%)	4.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2083859.915

Minimum	30000
Maximum	125400000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	196.2 KiB

Quantile statistics

Minimum	30000
5-th percentile	280000
Q1	810000
median	1490000
Q3	2600000
95-th percentile	5720000
Maximum	125400000
Range	125370000
Interquartile range (IQR)	1790000

Descriptive statistics

Standard deviation	2322926.153
Coefficient of variation (CV)	1.114722797
Kurtosis	355.516122
Mean	2083859.915
Median Absolute Deviation (MAD)	800000
Skewness	9.911917768
Sum	5.23028 × 10¹⁰
Variance	5.395985913 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
770000	140	0.6%
630000	129	0.5%
780000	124	0.5%
650000	121	0.5%
900000	121	0.5%
1370000	120	0.5%
750000	119	0.5%
1000000	119	0.5%
1010000	118	0.5%
880000	117	0.5%
Other values (1141)	23871	95.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
30000	1	< 0.1%
40000	1	< 0.1%
50000	11	< 0.1%
60000	21	0.1%
70000	38	0.2%
80000	31	0.1%
90000	42	0.2%
100000	44	0.2%
110000	51	0.2%
120000	41	0.2%

Value	Count	Frequency (%)
125400000	1	< 0.1%
54400000	1	< 0.1%
47700000	1	< 0.1%
43590000	1	< 0.1%
35000000	1	< 0.1%
34340000	1	< 0.1%
33380000	1	< 0.1%
30390000	1	< 0.1%
30240000	1	< 0.1%
28560000	1	< 0.1%

priceEUR
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	1826
Distinct (%)	7.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	24787.36069

Minimum	356
Maximum	1491623
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	196.2 KiB

Quantile statistics

Minimum	356
5-th percentile	3330
Q1	9635
median	17723
Q3	30927
95-th percentile	68039
Maximum	1491623
Range	1491267
Interquartile range (IQR)	21292

Descriptive statistics

Standard deviation	27631.01735
Coefficient of variation (CV)	1.114722043
Kurtosis	355.5162928
Mean	24787.36069
Median Absolute Deviation (MAD)	9515
Skewness	9.911919844
Sum	622137966
Variance	763473119.6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
9159	124	0.5%
16296	113	0.5%
7494	113	0.5%
11776	107	0.4%
9278	107	0.4%
11657	105	0.4%
11895	99	0.4%
16415	98	0.4%
6899	98	0.4%
12014	97	0.4%
Other values (1816)	24038	95.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
356	1	< 0.1%
476	1	< 0.1%
594	6	< 0.1%
595	5	< 0.1%
713	7	< 0.1%
714	14	0.1%
832	8	< 0.1%
833	30	0.1%
951	10	< 0.1%
952	21	0.1%

Value	Count	Frequency (%)
1491623	1	< 0.1%
647084	1	< 0.1%
567387	1	< 0.1%
518500	1	< 0.1%
416322	1	< 0.1%
408471	1	< 0.1%
397053	1	< 0.1%
361486	1	< 0.1%
359703	1	< 0.1%
339719	1	< 0.1%

priceUSD
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	1806
Distinct (%)	7.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	28049.334

Minimum	404
Maximum	1687920
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	196.2 KiB

Quantile statistics

Minimum	404
5-th percentile	3769
Q1	10903
median	20056
Q3	34997
95-th percentile	76992
Maximum	1687920
Range	1687516
Interquartile range (IQR)	24094

Descriptive statistics

Standard deviation	31267.27443
Coefficient of variation (CV)	1.114724308
Kurtosis	355.5152369
Mean	28049.334
Median Absolute Deviation (MAD)	10768
Skewness	9.911903794
Sum	704010234
Variance	977642450.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8480	119	0.5%
10499	115	0.5%
11845	110	0.4%
13191	109	0.4%
9153	105	0.4%
10364	104	0.4%
9557	103	0.4%
10095	101	0.4%
18306	101	0.4%
13460	100	0.4%
Other values (1796)	24032	95.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
404	1	< 0.1%
539	1	< 0.1%
673	11	< 0.1%
807	5	< 0.1%
808	16	0.1%
942	15	0.1%
943	23	0.1%
1076	4	< 0.1%
1077	27	0.1%
1211	11	< 0.1%

Value	Count	Frequency (%)
1687920	1	< 0.1%
732240	1	< 0.1%
642056	1	< 0.1%
586734	1	< 0.1%
471110	1	< 0.1%
462227	1	< 0.1%
449305	1	< 0.1%
409059	1	< 0.1%
407039	1	< 0.1%
384426	1	< 0.1%

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.

First rows

	bodyType	brand	color	complectation_dict	engineDisplacement	enginePower	equipment_dict	fuelType	mileage	productionDate	sell_id	modelDate	model_info	model_name	name	numberOfDoors	parsing_unixtime	super_gen	vehicleConfiguration	vehicleTransmission	vendor	Владельцы	Владение	ПТС	Привод	Руль	price	priceEUR	priceUSD
0	седан	AUDI	серебристый	NaN	2.7 LTR	230 N12	{"cruise-control": True, "tinted-glass": True, "esp": True, "usb": True, "aux": True, "spare-wheel": True, "passenger-seat-updown": True, "front-centre-armrest": True, "computer": True, "front-seat-support": True, "wheel-power": True, "lock": True, "electro-mirrors": True, "steel-wheels": True, "leather-gear-stick": True, "ptf": True, "feedback-alarm": True, "16-inch-wheels": True, "volume-sensor": True, "audiosystem-cd": True, "velvet-seats": True, "abs": True, "bluetooth": True, "wheel-leather": True, "immo": True, "climate-control-2": True, "auto-mirrors": True, "12v-socket": True}	бензин	300000.0	1999.0	1106602481	1997.0	{"code": "A6", "name": "A6", "ru_name": "А6"}	A6	2.7 MT (230 л.с.)	4.0	1.642438e+09	{"gear_type": "FORWARD_CONTROL", "engine_type": "GASOLINE", "transmission": "MECHANICAL", "id": "6297397", "name": "", "nameplate": "", "displacement": 2671, "power": 230, "power_kvt": 169, "human_name": "2.7 MT (230 л.с.)"}	SEDAN MECHANICAL 2.7	механическая	EUROPEAN	3 или более	12.0	Оригинал	передний	Левый	220000.0	2617.0	2962.0
1	седан	AUDI	синий	NaN	3.0 LTR	220 N12	{"cruise-control": True, "esp": True, "sport-seats": True, "usb": True, "aux": True, "audiosystem-tv": True, "passenger-seat-updown": True, "front-centre-armrest": True, "computer": True, "navigation": True, "seat-transformation": True, "wheel-power": True, "alarm": True, "lock": True, "electro-mirrors": True, "leather-gear-stick": True, "ptf": True, "16-inch-wheels": True, "multizone-climate-control": True, "volume-sensor": True, "audiosystem-cd": True, "dark-interior": True, "leather": True, "seat-memory": True, "abs": True, "bluetooth": True, "wheel-leather": True, "immo": True, "auto-mirrors": True}	бензин	240000.0	2003.0	1106290766	2001.0	{"code": "A6", "name": "A6", "ru_name": "А6"}	A6	3.0 MT (220 л.с.) 4WD	4.0	1.642436e+09	{"gear_type": "ALL_WHEEL_DRIVE", "engine_type": "GASOLINE", "transmission": "MECHANICAL", "id": "6297707", "name": "", "nameplate": "", "displacement": 2976, "power": 220, "power_kvt": 162, "human_name": "3.0 MT (220 л.с.) 4WD"}	SEDAN MECHANICAL 3.0	механическая	EUROPEAN	3 или более	12.0	Оригинал	полный	Левый	490000.0	5829.0	6596.0
2	универсал 5 дв.	AUDI	серый	NaN	4.2 LTR	290 N12	{"tinted-glass": True, "sport-seats": True, "electro-window-front": True, "spare-wheel": True, "ashtray-and-cigarette-lighter": True, "passenger-seat-updown": True, "high-beam-assist": True, "front-seat-support": True, "seat-transformation": True, "wheel-power": True, "lock": True, "electro-mirrors": True, "steel-wheels": True, "leather-gear-stick": True, "feedback-alarm": True, "16-inch-wheels": True, "mirrors-heat": True, "audiosystem-cd": True, "dark-interior": True, "turnbuckle": True, "leather": True, "abs": True, "power-child-locks-rear-doors": True, "sport-pedals": True, "12v-socket": True, "black-roof": True}	бензин	484000.0	1992.0	1106131941	1990.0	{"code": "100", "name": "100", "ru_name": "100"}	100	S4 4.2 MT (290 л.с.) 4WD	5.0	1.642433e+09	{"gear_type": "ALL_WHEEL_DRIVE", "engine_type": "GASOLINE", "transmission": "MECHANICAL", "id": "20388803", "name": "S4", "nameplate": "S4", "displacement": 4172, "power": 290, "power_kvt": 213, "human_name": "S4 4.2 MT (290 л.с.) 4WD"}	WAGON_5_DOORS MECHANICAL 4.2	механическая	EUROPEAN	3 или более	12.0	Дубликат	полный	Левый	180000.0	2141.0	2423.0
3	хэтчбек 3 дв.	AUDI	красный	NaN	1.6 LTR	102 N12	{"engine-proof": True, "airbag-passenger": True, "esp": True, "front-seats-heat": True, "airbag-driver": True, "wheel-power": True, "electro-window-front": True, "audiosystem-cd": True, "climate-control-2": True, "fabric-seats": True}	бензин	205000.0	2004.0	1106367832	2003.0	{"code": "A3", "name": "A3", "ru_name": "А3"}	A3	1.6 MT (102 л.с.)	3.0	1.642432e+09	{"gear_type": "FORWARD_CONTROL", "engine_type": "GASOLINE", "transmission": "MECHANICAL", "id": "4720894", "name": "", "nameplate": "", "displacement": 1595, "power": 102, "power_kvt": 75, "human_name": "1.6 MT (102 л.с.)"}	HATCHBACK_3_DOORS MECHANICAL 1.6	механическая	EUROPEAN	3 или более	12.0	Дубликат	передний	Левый	480000.0	5709.0	6461.0
4	седан	AUDI	серебристый	NaN	2.5 LTR	180 N12	NaN	дизель	311000.0	2001.0	1106503183	1999.0	{"code": "A8", "name": "A8", "ru_name": "А8"}	A8	2.5d AT (180 л.с.) 4WD	4.0	1.642173e+09	{"gear_type": "ALL_WHEEL_DRIVE", "engine_type": "DIESEL", "transmission": "AUTOMATIC", "id": "21214381", "name": "", "nameplate": "", "displacement": 2496, "power": 180, "power_kvt": 132, "human_name": "2.5d AT (180 л.с.) 4WD"}	SEDAN AUTOMATIC 2.5	автоматическая	EUROPEAN	3 или более	12.0	Дубликат	полный	Левый	440000.0	5234.0	5922.0
5	седан	AUDI	белый	{"id": "21112648", "name": "Design", "available_options": ["multi-wheel", "xenon", "airbag-passenger", "lock", "door-sill-panel", "electro-mirrors", "mirrors-heat", "start-stop-function", "automatic-lighting-control", "computer", "seat-transformation", "light-cleaner", "fabric-seats", "airbag-side", "abs", "wheel-leather", "climate-control-1", "roller-blind-for-rear-window", "esp", "usb", "audiopreparation", "front-centre-armrest", "servo", "steering-wheel-gear-shift-paddles", "electro-window-back", "17-inch-wheels", "condition", "park-assist-r", "airbag-driver", "isofix", "aux", "electro-window-front", "light-sensor", "hcc", "airbag-curtain", "leather-gear-stick", "rain-sensor", "tyre-pressure", "voice-recognition", "audiosystem-cd", "migration-flag", "front-seats-heat", "bluetooth", "wheel-configuration2", "wheel-configuration1", "immo", "12v-socket", "third-rear-headrest"]}	1.4 LTR	150 N12	{"cruise-control": True, "tinted-glass": True, "roller-blind-for-rear-window": True, "esp": True, "usb": True, "multi-wheel": True, "xenon": True, "audiosystem-tv": True, "airbag-passenger": True, "front-centre-armrest": True, "navigation": True, "apple-carplay": True, "decorative-interior-lighting": True, "rear-camera": True, "lock": True, "door-sill-panel": True, "servo": True, "electro-mirrors": True, "drl": True, "steering-wheel-gear-shift-paddles": True, "electro-window-back": True, "reduce-spare-wheel": True, "multizone-climate-control": True, "mirrors-heat": True, "17-inch-wheels": True, "dark-interior": True, "park-assist-f": True, "leather": True, "wheel-heat": True, "park-assist-r": True, "engine-proof": True, "glonass": True, "start-stop-function": True, "airbag-driver": True, "isofix": True, "aux": True, "electro-window-front": True, "light-sensor": True, "hcc": True, "automatic-lighting-control": True, "airbag-curtain": True, "passenger-seat-updown": True, "computer": True, "seat-transformation": True, "android-auto": True, "light-cleaner": True, "driver-seat-electric": True, "alloy-wheel-disks": True, "leather-gear-stick": True, "start-button": True, "rain-sensor": True, "airbag-side": True, "tyre-pressure": True, "voice-recognition": True, "audiosystem-cd": True, "abs": True, "front-seats-heat": True, "bluetooth": True, "wheel-configuration2": True, "wheel-leather": True, "wheel-configuration1": True, "immo": True, "auto-mirrors": True, "12v-socket": True, "third-rear-headrest": True}	бензин	27000.0	2018.0	1106508463	2015.0	{"code": "A4", "name": "A4", "ru_name": "А4"}	A4	1.4 AMT (150 л.с.)	4.0	1.641648e+09	{"gear_type": "FORWARD_CONTROL", "engine_type": "GASOLINE", "transmission": "ROBOT", "id": "20637668", "displacement": 1395, "power": 150, "power_kvt": 110, "human_name": "1.4 AMT (150 л.с.)", "acceleration": 8.5, "clearance_min": 140, "fuel_rate": 4.9}	SEDAN ROBOT 1.4	роботизированная	EUROPEAN	1 владелец	12.0	Оригинал	передний	Левый	2520000.0	29975.0	33920.0
6	внедорожник 5 дв.	AUDI	синий	NaN	2.0 LTR	190 N12	NaN	дизель	27000.0	2020.0	1103501670	2017.0	{"code": "Q5", "name": "Q5", "ru_name": "Ку5"}	Q5	2.0d MT (190 л.с.) 4WD	5.0	1.642017e+09	{"gear_type": "ALL_WHEEL_DRIVE", "engine_type": "DIESEL", "transmission": "MECHANICAL", "id": "21734641", "name": "", "nameplate": "", "displacement": 1968, "power": 190, "power_kvt": 140, "human_name": "2.0d MT (190 л.с.) 4WD"}	ALLROAD_5_DOORS MECHANICAL 2.0	механическая	EUROPEAN	1 владелец	12.0	Оригинал	полный	Левый	4220000.0	50197.0	56802.0
7	седан	AUDI	синий	NaN	2.7 LTR	230 N12	NaN	бензин	256000.0	2001.0	1106100035	1997.0	{"code": "A6", "name": "A6", "ru_name": "А6"}	A6	2.7 AT (230 л.с.)	4.0	1.642168e+09	{"gear_type": "FORWARD_CONTROL", "engine_type": "GASOLINE", "transmission": "AUTOMATIC", "id": "6297401", "name": "", "nameplate": "", "displacement": 2671, "power": 230, "power_kvt": 169, "human_name": "2.7 AT (230 л.с.)"}	SEDAN AUTOMATIC 2.7	автоматическая	EUROPEAN	3 или более	12.0	Оригинал	передний	Левый	440000.0	5234.0	5923.0
8	седан	AUDI	чёрный	NaN	5.0 LTR	580 N12	NaN	бензин	42000.0	2008.0	1106071451	2007.0	{"code": "RS6", "name": "RS 6", "ru_name": "РС6"}	RS6	5.0 AT (580 л.с.) 4WD	4.0	1.642446e+09	{"gear_type": "ALL_WHEEL_DRIVE", "engine_type": "GASOLINE", "transmission": "AUTOMATIC", "id": "4699687", "name": "", "nameplate": "", "displacement": 4991, "power": 580, "power_kvt": 426, "human_name": "5.0 AT (580 л.с.) 4WD"}	SEDAN AUTOMATIC 5.0	автоматическая	EUROPEAN	3 или более	12.0	Оригинал	полный	Левый	10800000.0	128465.0	145371.0
9	седан	AUDI	чёрный	NaN	3.0 LTR	218 N12	{"cruise-control": True, "asr": True, "tinted-glass": True, "esp": True, "usb": True, "multi-wheel": True, "xenon": True, "audiosystem-tv": True, "ashtray-and-cigarette-lighter": True, "airbag-passenger": True, "navigation": True, "lock": True, "electro-mirrors": True, "electro-window-back": True, "18-inch-wheels": True, "mirrors-heat": True, "dark-interior": True, "park-assist-f": True, "leather": True, "driver-seat-updown": True, "music-super": True, "park-assist-r": True, "knee-airbag": True, "engine-proof": True, "airbag-driver": True, "isofix": True, "aux": True, "electro-window-front": True, "light-sensor": True, "hcc": True, "automatic-lighting-control": True, "airbag-curtain": True, "computer": True, "programmed-block-heater": True, "wheel-power": True, "passenger-seat-electric": True, "alarm": True, "light-cleaner": True, "airbag-rear-side": True, "alloy-wheel-disks": True, "leather-gear-stick": True, "ptf": True, "rain-sensor": True, "airbag-side": True, "voice-recognition": True, "abs": True, "front-seats-heat": True, "power-child-locks-rear-doors": True, "bluetooth": True, "wheel-configuration2": True, "wheel-leather": True, "wheel-configuration1": True, "immo": True, "climate-control-1": True, "12v-socket": True}	бензин	275000.0	2005.0	1105971903	2004.0	{"code": "A6", "name": "A6", "ru_name": "А6"}	A6	3.0 CVT (218 л.с.)	4.0	1.642188e+09	{"gear_type": "FORWARD_CONTROL", "engine_type": "GASOLINE", "transmission": "VARIATOR", "id": "6297727", "name": "", "nameplate": "", "displacement": 2976, "power": 218, "power_kvt": 160, "human_name": "3.0 CVT (218 л.с.)"}	SEDAN VARIATOR 3.0	вариатор	EUROPEAN	3 или более	12.0	Дубликат	передний	Левый	630000.0	7494.0	8480.0

Last rows

	bodyType	brand	color	complectation_dict	engineDisplacement	enginePower	equipment_dict	fuelType	mileage	productionDate	sell_id	modelDate	model_info	model_name	name	numberOfDoors	parsing_unixtime	super_gen	vehicleConfiguration	vehicleTransmission	vendor	Владельцы	Владение	ПТС	Привод	Руль	price	priceEUR	priceUSD
25089	седан	VOLVO	серый	NaN	2.3 LTR	165 N12	NaN	бензин	406000.0	1990.0	1071751616	1983.0	{"code": "740", "name": "740", "ru_name": "740"}	740	2.3 AT (165 л.с.)	4.0	1.522395e+09	{"gear_type": "REAR_DRIVE", "engine_type": "GASOLINE", "transmission": "AUTOMATIC", "id": "20475480", "name": "", "nameplate": "", "displacement": 2316, "power": 165, "power_kvt": 121, "human_name": "2.3 AT (165 л.с.)"}	SEDAN AUTOMATIC 2.3	автоматическая	EUROPEAN	1 владелец	12.0	Оригинал	задний	Левый	210000.0	2498.0	2827.0
25090	внедорожник 5 дв.	VOLVO	чёрный	NaN	4.4 LTR	315 N12	NaN	бензин	217000.0	2011.0	1106535719	2006.0	{"code": "XC90", "name": "XC90", "ru_name": "XC90"}	XC90	4.4 AT (315 л.с.) 4WD	5.0	1.641899e+09	{"gear_type": "ALL_WHEEL_DRIVE", "engine_type": "GASOLINE", "transmission": "AUTOMATIC", "id": "2310057", "name": "", "nameplate": "", "displacement": 4414, "power": 315, "power_kvt": 232, "human_name": "4.4 AT (315 л.с.) 4WD"}	ALLROAD_5_DOORS AUTOMATIC 4.4	автоматическая	EUROPEAN	1 владелец	12.0	Оригинал	полный	Левый	1530000.0	18199.0	20594.0
25091	внедорожник 5 дв.	VOLVO	другой цвет	{"id": "20327285", "name": "Inscription", "available_options": ["cruise-control", "multi-wheel", "airbag-passenger", "roof-rails", "lock", "door-sill-panel", "electro-mirrors", "mirrors-heat", "leather", "seat-memory", "collision-prevention-assist", "computer", "seat-transformation", "airbag-side", "electro-trunk", "abs", "wheel-leather", "climate-control-1", "esp", "usb", "audiopreparation", "lane-keeping-assist", "front-centre-armrest", "servo", "electro-window-back", "18-inch-wheels", "body-mouldings", "park-assist-r", "airbag-driver", "isofix", "aux", "electro-window-front", "hcc", "airbag-curtain", "programmed-block-heater", "passenger-seat-electric", "alarm", "leather-gear-stick", "rain-sensor", "tyre-pressure", "migration-flag", "front-seats-heat", "wheel-configuration2", "wheel-configuration1", "immo", "12v-socket", "third-rear-headrest"]}	2.0 LTR	225 N12	{"cruise-control": True, "esp": True, "airbag-driver": True, "isofix": True, "usb": True, "aux": True, "electro-window-front": True, "hcc": True, "multi-wheel": True, "audiopreparation": True, "airbag-curtain": True, "lane-keeping-assist": True, "airbag-passenger": True, "front-centre-armrest": True, "collision-prevention-assist": True, "computer": True, "roof-rails": True, "seat-transformation": True, "programmed-block-heater": True, "passenger-seat-electric": True, "alarm": True, "lock": True, "door-sill-panel": True, "servo": True, "electro-mirrors": True, "electro-window-back": True, "leather-gear-stick": True, "18-inch-wheels": True, "rain-sensor": True, "airbag-side": True, "tyre-pressure": True, "mirrors-heat": True, "body-mouldings": True, "leather": True, "seat-memory": True, "electro-trunk": True, "abs": True, "front-seats-heat": True, "wheel-configuration2": True, "wheel-leather": True, "wheel-configuration1": True, "immo": True, "climate-control-1": True, "park-assist-r": True, "12v-socket": True, "third-rear-headrest": True}	дизель	98000.0	2015.0	1106043155	2014.0	{"code": "XC90", "name": "XC90", "ru_name": "XC90"}	XC90	2.0d AT (225 л.с.) 4WD	5.0	1.637512e+09	{"gear_type": "ALL_WHEEL_DRIVE", "engine_type": "DIESEL", "transmission": "AUTOMATIC", "id": "20228968", "displacement": 1969, "power": 225, "power_kvt": 165, "human_name": "2.0d AT (225 л.с.) 4WD", "acceleration": 7.8, "clearance_min": 237, "fuel_rate": 5.8}	ALLROAD_5_DOORS AUTOMATIC 2.0	автоматическая	EUROPEAN	3 или более	12.0	Оригинал	полный	Левый	3060000.0	36399.0	41189.0
25092	внедорожник 5 дв.	VOLVO	чёрный	NaN	2.4 LTR	163 N12	NaN	дизель	170000.0	2009.0	1106536137	2006.0	{"code": "XC90", "name": "XC90", "ru_name": "XC90"}	XC90	2.4d MT (163 л.с.) 4WD	5.0	1.641900e+09	{"gear_type": "ALL_WHEEL_DRIVE", "engine_type": "DIESEL", "transmission": "MECHANICAL", "id": "21547140", "name": "", "nameplate": "", "displacement": 2400, "power": 163, "power_kvt": 120, "human_name": "2.4d MT (163 л.с.) 4WD"}	ALLROAD_5_DOORS MECHANICAL 2.4	механическая	EUROPEAN	3 или более	12.0	Оригинал	полный	Левый	1140000.0	13560.0	15344.0
25093	внедорожник 5 дв.	VOLVO	серый	NaN	2.5 LTR	210 N12	NaN	бензин	227000.0	2003.0	1106407787	2002.0	{"code": "XC90", "name": "XC90", "ru_name": "XC90"}	XC90	2.5 MT (210 л.с.) 4WD	5.0	1.640427e+09	{"gear_type": "ALL_WHEEL_DRIVE", "engine_type": "GASOLINE", "transmission": "MECHANICAL", "id": "6367799", "name": "", "nameplate": "", "displacement": 2521, "power": 210, "power_kvt": 154, "human_name": "2.5 MT (210 л.с.) 4WD"}	ALLROAD_5_DOORS MECHANICAL 2.5	механическая	EUROPEAN	3 или более	12.0	Дубликат	полный	Левый	790000.0	9397.0	10634.0
25094	седан	VOLVO	серый	NaN	2.0 LTR	145 N12	NaN	бензин	217000.0	2008.0	1106079453	2007.0	{"code": "S40", "name": "S40", "ru_name": "S40"}	S40	2.0 AMT (145 л.с.)	4.0	1.637763e+09	{"gear_type": "FORWARD_CONTROL", "engine_type": "GASOLINE", "transmission": "ROBOT", "id": "4730558", "name": "", "nameplate": "", "displacement": 1999, "power": 145, "power_kvt": 107, "human_name": "2.0 AMT (145 л.с.)"}	SEDAN ROBOT 2.0	роботизированная	EUROPEAN	3 или более	12.0	Оригинал	передний	Левый	590000.0	7018.0	7941.0
25095	универсал 5 дв.	VOLVO	чёрный	NaN	1.9 LTR	140 N12	NaN	бензин	214000.0	1999.0	1106078277	1995.0	{"code": "V40", "name": "V40", "ru_name": "V40"}	V40	2.0 MT (140 л.с.)	5.0	1.637757e+09	{"gear_type": "FORWARD_CONTROL", "engine_type": "GASOLINE", "transmission": "MECHANICAL", "id": "6368566", "name": "", "nameplate": "", "displacement": 1948, "power": 140, "power_kvt": 103, "human_name": "2.0 MT (140 л.с.)"}	WAGON_5_DOORS MECHANICAL 1.9	механическая	EUROPEAN	3 или более	12.0	Оригинал	передний	Левый	220000.0	2617.0	2961.0
25096	седан	VOLVO	серый	NaN	2.0 LTR	177 N12	NaN	дизель	375000.0	2007.0	1106382331	2007.0	{"code": "S40", "name": "S40", "ru_name": "S40"}	S40	2.0d MT (177 л.с.)	4.0	1.640189e+09	{"gear_type": "FORWARD_CONTROL", "engine_type": "DIESEL", "transmission": "MECHANICAL", "id": "20400172", "name": "", "nameplate": "", "displacement": 1984, "power": 177, "power_kvt": 130, "human_name": "2.0d MT (177 л.с.)"}	SEDAN MECHANICAL 2.0	механическая	EUROPEAN	1 владелец	12.0	Оригинал	передний	Левый	1070000.0	12728.0	14402.0
25097	внедорожник 5 дв.	VOLVO	белый	NaN	2.4 LTR	185 N12	NaN	дизель	128000.0	2004.0	1106489848	2002.0	{"code": "XC90", "name": "XC90", "ru_name": "XC90"}	XC90	2.4d MT (185 л.с.) 4WD	5.0	1.641404e+09	{"gear_type": "ALL_WHEEL_DRIVE", "engine_type": "DIESEL", "transmission": "MECHANICAL", "id": "7699726", "name": "", "nameplate": "", "displacement": 2401, "power": 185, "power_kvt": 136, "human_name": "2.4d MT (185 л.с.) 4WD"}	ALLROAD_5_DOORS MECHANICAL 2.4	механическая	EUROPEAN	2 владельца	12.0	Оригинал	полный	Левый	890000.0	10587.0	11980.0
25098	седан	VOLVO	чёрный	NaN	2.5 LTR	230 N12	NaN	бензин	94000.0	2010.0	1105378963	2007.0	{"code": "S40", "name": "S40", "ru_name": "S40"}	S40	2.5 AT (230 л.с.)	4.0	1.632410e+09	{"gear_type": "FORWARD_CONTROL", "engine_type": "GASOLINE", "transmission": "AUTOMATIC", "id": "2309972", "name": "", "nameplate": "", "displacement": 2521, "power": 230, "power_kvt": 169, "human_name": "2.5 AT (230 л.с.)"}	SEDAN AUTOMATIC 2.5	автоматическая	EUROPEAN	2 владельца	12.0	Оригинал	передний	Левый	800000.0	9516.0	10768.0

Most frequently occurring

	bodyType	brand	color	complectation_dict	engineDisplacement	enginePower	equipment_dict	fuelType	mileage	productionDate	sell_id	modelDate	model_info	model_name	name	numberOfDoors	parsing_unixtime	super_gen	vehicleConfiguration	vehicleTransmission	vendor	Владельцы	Владение	ПТС	Привод	Руль	price	priceEUR	priceUSD	# duplicates
0	внедорожник 5 дв.	MERCEDES	другой цвет	{"id": "20556014", "name": "ML 300 4MATIC Особая серия", "available_options": ["cruise-control", "multi-wheel", "auto-park", "xenon", "airbag-passenger", "roof-rails", "lock", "door-sill-panel", "electro-mirrors", "mirrors-heat", "leather", "start-stop-function", "drowsy-driver-alert-system", "collision-prevention-assist", "computer", "seat-transformation", "light-cleaner", "airbag-side", "electro-trunk", "abs", "wheel-leather", "climate-control-1", "esp", "adaptive-light", "usb", "audiopreparation", "ashtray-and-cigarette-lighter", "front-centre-armrest", "servo", "steering-wheel-gear-shift-paddles", "electro-window-back", "17-inch-wheels", "body-mouldings", "park-assist-f", "condition", "park-assist-r", "airbag-driver", "isofix", "aux", "electro-window-front", "light-sensor", "hcc", "airbag-curtain", "passenger-seat-electric", "alarm", "paint-metallic", "leather-gear-stick", "ptf", "rain-sensor", "tyre-pressure", "audiosystem-cd", "migration-flag", "front-seats-heat", "bluetooth", "wheel-configuration2", "wheel-configuration1", "immo", "windscreen-heat", "12v-socket", "third-rear-headrest"]}	3.5 LTR	249 N12	{"cruise-control": True, "esp": True, "adaptive-light": True, "usb": True, "multi-wheel": True, "auto-park": True, "xenon": True, "ashtray-and-cigarette-lighter": True, "airbag-passenger": True, "front-centre-armrest": True, "roof-rails": True, "lock": True, "door-sill-panel": True, "servo": True, "electro-mirrors": True, "steering-wheel-gear-shift-paddles": True, "electro-window-back": True, "reduce-spare-wheel": True, "mirrors-heat": True, "17-inch-wheels": True, "body-mouldings": True, "leather": True, "electro-rear-seat": True, "engine-proof": True, "start-stop-function": True, "airbag-driver": True, "isofix": True, "aux": True, "electro-window-front": True, "light-sensor": True, "hcc": True, "drowsy-driver-alert-system": True, "airbag-curtain": True, "passenger-seat-updown": True, "collision-prevention-assist": True, "computer": True, "seat-transformation": True, "passenger-seat-electric": True, "alarm": True, "light-cleaner": True, "paint-metallic": True, "leather-gear-stick": True, "ptf": True, "rain-sensor": True, "airbag-side": True, "tyre-pressure": True, "audiosystem-cd": True, "electro-trunk": True, "abs": True, "front-seats-heat": True, "bluetooth": True, "wheel-configuration2": True, "wheel-leather": True, "wheel-configuration1": True, "immo": True, "windscreen-heat": True, "climate-control-1": True, "12v-socket": True, "third-rear-headrest": True}	бензин	83000.0	2014.0	1106229945	2011.0	{"code": "M_KLASSE", "name": "M-Класс", "ru_name": "M-класс"}	M_KLASSE	300 3.5 AT (249 л.с.) 4WD	5.0	1.638906e+09	{"gear_type": "ALL_WHEEL_DRIVE", "engine_type": "GASOLINE", "transmission": "AUTOMATIC", "id": "20092320", "name": "300", "nameplate": "300", "displacement": 3498, "power": 249, "power_kvt": 183, "human_name": "300 3.5 AT (249 л.с.) 4WD", "acceleration": 8.5, "clearance_min": 200, "fuel_rate": 10.2}	ALLROAD_5_DOORS AUTOMATIC 3.5	автоматическая	EUROPEAN	2 владельца	12.0	Оригинал	полный	Левый	3620000.0	43060.0	48726.0	2
1	внедорожник 5 дв.	MERCEDES	чёрный	{"id": "2420875", "name": "ML 350 4MATIC", "available_options": ["cruise-control", "xenon", "airbag-passenger", "lock", "electro-mirrors", "mirrors-heat", "leather", "computer", "seat-transformation", "wheel-power", "airbag-side", "abs", "climate-control-1", "esp", "audiopreparation", "electro-window-back", "condition", "airbag-driver", "electro-window-front", "passenger-seat-electric", "alarm", "paint-metallic", "ptf", "audiosystem-cd", "migration-flag", "front-seats-heat", "wheel-configuration2", "wheel-configuration1", "immo"]}	3.5 LTR	272 N12	{"cruise-control": True, "tinted-glass": True, "esp": True, "airbag-driver": True, "electro-window-front": True, "xenon": True, "airbag-passenger": True, "computer": True, "navigation": True, "seat-transformation": True, "wheel-power": True, "passenger-seat-electric": True, "alarm": True, "lock": True, "electro-mirrors": True, "electro-window-back": True, "paint-metallic": True, "18-inch-wheels": True, "ptf": True, "airbag-side": True, "mirrors-heat": True, "audiosystem-cd": True, "park-assist-f": True, "leather": True, "abs": True, "front-seats-heat": True, "wheel-configuration2": True, "wheel-configuration1": True, "immo": True, "climate-control-1": True, "park-assist-r": True}	бензин	197000.0	2008.0	1105781560	2008.0	{"code": "M_KLASSE", "name": "M-Класс", "ru_name": "M-класс"}	M_KLASSE	350 3.5 AT (272 л.с.) 4WD	5.0	1.635490e+09	{"gear_type": "ALL_WHEEL_DRIVE", "engine_type": "GASOLINE", "transmission": "AUTOMATIC", "id": "2307888", "name": "350", "nameplate": "350", "displacement": 3498, "power": 272, "power_kvt": 200, "human_name": "350 3.5 AT (272 л.с.) 4WD", "acceleration": 8.4, "clearance_min": 200, "fuel_rate": 11.2}	ALLROAD_5_DOORS AUTOMATIC 3.5	автоматическая	EUROPEAN	3 или более	12.0	Оригинал	полный	Левый	1200000.0	14274.0	16152.0	2
2	внедорожник 5 дв.	NISSAN	серебристый	{"id": "21133272", "name": "Tekna", "available_options": ["airbag-passenger", "navigation", "roof-rails", "bas", "lock", "electro-mirrors", "mirrors-heat", "leather", "glonass", "computer", "seat-transformation", "wheel-power", "airbag-side", "abs", "wheel-leather", "tinted-glass", "esp", "usb", "audiopreparation", "spare-wheel", "rear-camera", "electro-window-back", "16-inch-wheels", "driver-seat-updown", "condition", "park-assist-r", "airbag-driver", "isofix", "aux", "electro-window-front", "leather-gear-stick", "ptf", "audiosystem-cd", "front-seats-heat", "bluetooth", "wheel-configuration1", "immo", "12v-socket", "third-rear-headrest"]}	2.0 LTR	143 N12	{"cruise-control": True, "engine-proof": True, "glonass": True, "tinted-glass": True, "esp": True, "airbag-driver": True, "isofix": True, "usb": True, "aux": True, "electro-window-front": True, "multi-wheel": True, "spare-wheel": True, "airbag-passenger": True, "front-centre-armrest": True, "computer": True, "navigation": True, "roof-rails": True, "seat-transformation": True, "bas": True, "wheel-power": True, "rear-camera": True, "lock": True, "electro-mirrors": True, "electro-window-back": True, "alloy-wheel-disks": True, "leather-gear-stick": True, "ptf": True, "feedback-alarm": True, "16-inch-wheels": True, "airbag-side": True, "mirrors-heat": True, "audiosystem-cd": True, "leather": True, "driver-seat-updown": True, "condition": True, "abs": True, "front-seats-heat": True, "bluetooth": True, "wheel-leather": True, "wheel-configuration1": True, "immo": True, "park-assist-r": True, "12v-socket": True, "third-rear-headrest": True}	бензин	69000.0	2018.0	1106348307	2014.0	{"code": "TERRANO", "name": "Terrano", "ru_name": "Террано"}	TERRANO	2.0 AT (143 л.с.) 4WD	5.0	1.642338e+09	{"gear_type": "ALL_WHEEL_DRIVE", "engine_type": "GASOLINE", "transmission": "AUTOMATIC", "id": "20770238", "displacement": 1998, "power": 143, "power_kvt": 105, "human_name": "2.0 AT (143 л.с.) 4WD", "acceleration": 11.5, "clearance_min": 210, "fuel_rate": 8.7}	ALLROAD_5_DOORS AUTOMATIC 2.0	автоматическая	JAPANESE	1 владелец	12.0	Оригинал	полный	Левый	1680000.0	19983.0	22614.0	2
3	седан	BMW	синий	{"id": "21766317", "name": "320d xDrive M Sport Pro", "available_options": ["cruise-control", "sport-seats", "multi-wheel", "auto-park", "airbag-passenger", "navigation", "decorative-interior-lighting", "bas", "lock", "electro-mirrors", "activ-suspension", "mirrors-heat", "leather", "driver-seat-memory", "body-kit", "glonass", "automatic-lighting-control", "passenger-seat-updown", "computer", "high-beam-assist", "airbag-side", "electronic-gage-panel", "electro-trunk", "abs", "wheel-leather", "auto-mirrors", "black-roof", "asr", "esp", "adaptive-light", "usb", "front-centre-armrest", "apple-carplay", "rear-camera", "servo", "drl", "electro-window-back", "multizone-climate-control", "park-assist-f", "sport-suspension", "19-inch-wheels", "wheel-heat", "led-lights", "music-super", "park-assist-r", "wireless-charger", "airbag-driver", "isofix", "aux", "laser-lights", "electro-window-front", "light-sensor", "hcc", "airbag-curtain", "keyless-entry", "passenger-seat-electric", "paint-metallic", "start-button", "ptf", "rain-sensor", "tyre-pressure", "front-seats-heat", "power-child-locks-rear-doors", "bluetooth", "wheel-configuration2", "wheel-configuration1", "immo", "12v-socket", "third-rear-headrest"]}	2.0 LTR	190 N12	{"sport-seats": True, "multi-wheel": True, "auto-park": True, "heated-wash-system": True, "airbag-passenger": True, "navigation": True, "decorative-interior-lighting": True, "isofix-front": True, "bas": True, "lock": True, "wheel-memory": True, "electro-mirrors": True, "activ-suspension": True, "easy-trunk-opening": True, "mirrors-heat": True, "dark-interior": True, "leather": True, "driver-seat-memory": True, "adj-pedals": True, "engine-proof": True, "glonass": True, "body-kit": True, "start-stop-function": True, "drowsy-driver-alert-system": True, "automatic-lighting-control": True, "passenger-seat-updown": True, "collision-prevention-assist": True, "vsm": True, "computer": True, "high-beam-assist": True, "ya-auto": True, "android-auto": True, "dha": True, "alloy-wheel-disks": True, "airbag-side": True, "seats-4": True, "night-vision": True, "electronic-gage-panel": True, "electro-trunk": True, "auto-cruise": True, "abs": True, "wheel-leather": True, "auto-mirrors": True, "black-roof": True, "asr": True, "esp": True, "adaptive-light": True, "usb": True, "audiosystem-tv": True, "lane-keeping-assist": True, "front-centre-armrest": True, "apple-carplay": True, "front-seat-support": True, "rear-camera": True, "servo": True, "drl": True, "electro-window-back": True, "reduce-spare-wheel": True, "multizone-climate-control": True, "sport-suspension": True, "folding-front-passenger-seat": True, "19-inch-wheels": True, "wheel-heat": True, "led-lights": True, "music-super": True, "wireless-charger": True, "airbag-driver": True, "isofix": True, "aux": True, "drive-mode-sys": True, "laser-lights": True, "electro-window-front": True, "light-sensor": True, "hcc": True, "airbag-curtain": True, "keyless-entry": True, "passenger-seat-electric": True, "paint-metallic": True, "blind-spot": True, "traffic-sign-recognition": True, "start-button": True, "ptf": True, "rain-sensor": True, "tyre-pressure": True, "voice-recognition": True, "remote-engine-start": True, "front-seats-heat": True, "power-child-locks-rear-doors": True, "bluetooth": True, "wheel-configuration2": True, "wheel-configuration1": True, "immo": True, "windscreen-heat": True, "12v-socket": True, "third-rear-headrest": True}	дизель	22000.0	2020.0	1105960040	2018.0	{"code": "3ER", "name": "3 серии", "ru_name": "3 серии"}	3ER	320d xDrive 2.0d AT (190 л.с.) 4WD	4.0	1.636900e+09	{"gear_type": "ALL_WHEEL_DRIVE", "engine_type": "DIESEL", "transmission": "AUTOMATIC", "id": "21398903", "name": "320", "nameplate": "320d xDrive", "displacement": 1995, "power": 190, "power_kvt": 140, "human_name": "320d xDrive 2.0d AT (190 л.с.) 4WD", "acceleration": 6.9, "clearance_min": 135, "fuel_rate": 4.8}	SEDAN AUTOMATIC 2.0	автоматическая	EUROPEAN	1 владелец	12.0	Оригинал	полный	Левый	4950000.0	58880.0	66628.0	2
4	седан	BMW	чёрный	{"id": "21385517", "name": "520d xDrive M Sport", "available_options": ["cruise-control", "sport-seats", "multi-wheel", "auto-park", "heated-wash-system", "airbag-passenger", "navigation", "decorative-interior-lighting", "bas", "lock", "electro-mirrors", "easy-trunk-opening", "mirrors-heat", "body-kit", "glonass", "start-stop-function", "automatic-lighting-control", "passenger-seat-updown", "computer", "airbag-side", "electro-trunk", "abs", "wheel-leather", "climate-control-2", "auto-mirrors", "asr", "esp", "usb", "front-centre-armrest", "apple-carplay", "rear-camera", "servo", "drl", "electro-window-back", "18-inch-wheels", "park-assist-f", "combo-interior", "wheel-heat", "led-lights", "music-super", "park-assist-r", "airbag-driver", "isofix", "aux", "electro-window-front", "light-sensor", "hcc", "airbag-curtain", "keyless-entry", "paint-metallic", "start-button", "ptf", "rain-sensor", "tyre-pressure", "front-seats-heat", "bluetooth", "wheel-configuration2", "wheel-configuration1", "immo", "third-rear-headrest"]}	2.0 LTR	190 N12	{"cruise-control": True, "asr": True, "esp": True, "sport-seats": True, "usb": True, "multi-wheel": True, "auto-park": True, "heated-wash-system": True, "airbag-passenger": True, "front-centre-armrest": True, "navigation": True, "apple-carplay": True, "decorative-interior-lighting": True, "bas": True, "rear-camera": True, "lock": True, "servo": True, "electro-mirrors": True, "drl": True, "electro-window-back": True, "easy-trunk-opening": True, "mirrors-heat": True, "combo-interior": True, "19-inch-wheels": True, "wheel-heat": True, "led-lights": True, "music-super": True, "body-kit": True, "glonass": True, "start-stop-function": True, "airbag-driver": True, "isofix": True, "aux": True, "electro-window-front": True, "light-sensor": True, "hcc": True, "automatic-lighting-control": True, "airbag-curtain": True, "passenger-seat-updown": True, "computer": True, "keyless-entry": True, "alloy-wheel-disks": True, "paint-metallic": True, "start-button": True, "ptf": True, "rain-sensor": True, "airbag-side": True, "tyre-pressure": True, "electro-trunk": True, "abs": True, "front-seats-heat": True, "bluetooth": True, "wheel-leather": True, "wheel-configuration2": True, "wheel-configuration1": True, "immo": True, "climate-control-2": True, "auto-mirrors": True, "third-rear-headrest": True}	дизель	47000.0	2019.0	1106598907	2017.0	{"code": "5ER", "name": "5 серии", "ru_name": "5 серии"}	5ER	520d xDrive 2.0d AT (190 л.с.) 4WD	4.0	1.642409e+09	{"gear_type": "ALL_WHEEL_DRIVE", "engine_type": "DIESEL", "transmission": "AUTOMATIC", "id": "20856402", "name": "520", "nameplate": "520d xDrive", "displacement": 1995, "power": 190, "power_kvt": 140, "human_name": "520d xDrive 2.0d AT (190 л.с.) 4WD", "acceleration": 7.6, "clearance_min": 139, "fuel_rate": 4.9}	SEDAN AUTOMATIC 2.0	автоматическая	EUROPEAN	3 или более	12.0	Оригинал	полный	Левый	4130000.0	49126.0	55591.0	2
5	седан	BMW	чёрный	{"id": "7959538", "name": "320i SE", "available_options": ["multi-wheel", "xenon", "airbag-passenger", "lock", "electro-mirrors", "mirrors-heat", "volume-sensor", "start-stop-function", "automatic-lighting-control", "computer", "light-cleaner", "airbag-side", "abs", "wheel-leather", "climate-control-1", "esp", "usb", "audiopreparation", "ashtray-and-cigarette-lighter", "front-centre-armrest", "servo", "electro-window-back", "16-inch-wheels", "combo-interior", "wheel-heat", "condition", "park-assist-r", "airbag-driver", "isofix", "aux", "electro-window-front", "light-sensor", "hcc", "airbag-curtain", "alarm", "paint-metallic", "leather-gear-stick", "start-button", "ptf", "rain-sensor", "audiosystem-cd", "migration-flag", "front-seats-heat", "bluetooth", "wheel-configuration2", "wheel-configuration1", "immo", "12v-socket", "third-rear-headrest"]}	2.0 LTR	184 N12	{"cruise-control": True, "tinted-glass": True, "esp": True, "usb": True, "multi-wheel": True, "xenon": True, "ashtray-and-cigarette-lighter": True, "airbag-passenger": True, "front-centre-armrest": True, "navigation": True, "lock": True, "servo": True, "electro-mirrors": True, "electro-window-back": True, "18-inch-wheels": True, "mirrors-heat": True, "volume-sensor": True, "dark-interior": True, "combo-interior": True, "leather": True, "wheel-heat": True, "park-assist-r": True, "start-stop-function": True, "airbag-driver": True, "isofix": True, "aux": True, "electro-window-front": True, "light-sensor": True, "hcc": True, "automatic-lighting-control": True, "airbag-curtain": True, "passenger-seat-updown": True, "computer": True, "alarm": True, "light-cleaner": True, "paint-metallic": True, "leather-gear-stick": True, "start-button": True, "ptf": True, "rain-sensor": True, "airbag-side": True, "tyre-pressure": True, "audiosystem-cd": True, "abs": True, "front-seats-heat": True, "power-child-locks-rear-doors": True, "bluetooth": True, "wheel-configuration2": True, "wheel-leather": True, "wheel-configuration1": True, "immo": True, "climate-control-1": True, "12v-socket": True, "third-rear-headrest": True}	бензин	133000.0	2013.0	1105975072	2011.0	{"code": "3ER", "name": "3 серии", "ru_name": "3 серии"}	3ER	320i 2.0 AT (184 л.с.)	4.0	1.636996e+09	{"gear_type": "REAR_DRIVE", "engine_type": "GASOLINE", "transmission": "AUTOMATIC", "id": "7959517", "name": "320", "nameplate": "320i", "displacement": 1997, "power": 184, "power_kvt": 135, "human_name": "320i 2.0 AT (184 л.с.)", "acceleration": 7.6, "clearance_min": 140, "fuel_rate": 5.9}	SEDAN AUTOMATIC 2.0	автоматическая	EUROPEAN	3 или более	12.0	Дубликат	задний	Левый	1480000.0	17605.0	19921.0	2
6	седан long	BMW	другой цвет	{"id": "6337027", "name": "ActiveHybrid", "available_options": ["cruise-control", "xenon", "airbag-passenger", "lock", "electro-mirrors", "mirrors-heat", "computer", "wheel-power", "fabric-seats", "airbag-side", "abs", "climate-control-1", "esp", "audiopreparation", "electro-window-back", "condition", "music-super", "airbag-driver", "electro-window-front", "passenger-seat-electric", "ptf", "audiosystem-cd", "migration-flag", "wheel-configuration2", "wheel-configuration1", "immo"]}	4.4 LTR	450 N12	{"cruise-control": True, "esp": True, "adaptive-light": True, "airbag-driver": True, "usb": True, "roller-blinds-for-rear-side-windows": True, "projection-display": True, "electro-window-front": True, "xenon": True, "ashtray-and-cigarette-lighter": True, "passenger-seat-updown": True, "airbag-passenger": True, "computer": True, "navigation": True, "high-beam-assist": True, "wheel-power": True, "passenger-seat-electric": True, "alarm": True, "rear-camera": True, "lock": True, "fabric-seats": True, "electro-mirrors": True, "electro-window-back": True, "ptf": True, "airbag-side": True, "mirrors-heat": True, "power-latching-doors": True, "electro-trunk": True, "wheel-heat": True, "massage-seats": True, "abs": True, "bluetooth": True, "wheel-configuration2": True, "wheel-configuration1": True, "immo": True, "climate-control-1": True, "music-super": True}	гибрид	99000.0	2010.0	1106491368	2008.0	{"code": "7ER", "name": "7 серии", "ru_name": "7 серии"}	7ER	Active Hybrid 7L 4.4hyb AT (450 л.с.)	4.0	1.641426e+09	{"gear_type": "REAR_DRIVE", "engine_type": "HYBRID", "transmission": "AUTOMATIC", "id": "20495423", "name": "Active Hybrid 7L", "nameplate": "Active Hybrid 7L", "displacement": 4395, "power": 450, "power_kvt": 330, "human_name": "Active Hybrid 7L 4.4hyb AT (450 л.с.)", "acceleration": 4.9, "clearance_min": 148, "fuel_rate": 8.6}	SEDAN AUTOMATIC 4.4	автоматическая	EUROPEAN	3 или более	12.0	Дубликат	задний	Левый	1110000.0	13203.0	14941.0	2
7	хэтчбек 5 дв.	BMW	белый	{"id": "21034032", "name": "118i Sport Line", "available_options": ["cruise-control", "sport-seats", "multi-wheel", "airbag-passenger", "lock", "electro-mirrors", "mirrors-heat", "computer", "seat-transformation", "wheel-power", "fabric-seats", "airbag-side", "abs", "wheel-leather", "esp", "usb", "audiopreparation", "ashtray-and-cigarette-lighter", "front-centre-armrest", "electro-window-back", "16-inch-wheels", "condition", "park-assist-r", "airbag-driver", "isofix", "electro-window-front", "hcc", "airbag-curtain", "ptf", "audiosystem-cd", "migration-flag", "power-child-locks-rear-doors", "bluetooth", "wheel-configuration2", "wheel-configuration1", "immo", "12v-socket", "third-rear-headrest"]}	1.5 LTR	136 N12	{"cruise-control": True, "esp": True, "airbag-driver": True, "sport-seats": True, "isofix": True, "usb": True, "electro-window-front": True, "hcc": True, "multi-wheel": True, "xenon": True, "ashtray-and-cigarette-lighter": True, "airbag-curtain": True, "airbag-passenger": True, "front-centre-armrest": True, "computer": True, "seat-transformation": True, "wheel-power": True, "lock": True, "fabric-seats": True, "electro-mirrors": True, "electro-window-back": True, "alloy-wheel-disks": True, "ptf": True, "16-inch-wheels": True, "airbag-side": True, "mirrors-heat": True, "audiosystem-cd": True, "driver-seat-updown": True, "condition": True, "abs": True, "front-seats-heat": True, "power-child-locks-rear-doors": True, "bluetooth": True, "wheel-configuration2": True, "wheel-leather": True, "wheel-configuration1": True, "immo": True, "park-assist-r": True, "12v-socket": True, "third-rear-headrest": True}	бензин	75000.0	2015.0	1106509042	2015.0	{"code": "1ER", "name": "1 серии", "ru_name": "1 серии"}	1ER	118i 1.5 AT (136 л.с.)	5.0	1.641639e+09	{"gear_type": "REAR_DRIVE", "engine_type": "GASOLINE", "transmission": "AUTOMATIC", "id": "20839991", "name": "118", "nameplate": "118i", "displacement": 1499, "power": 136, "power_kvt": 100, "human_name": "118i 1.5 AT (136 л.с.)", "acceleration": 8.7, "clearance_min": 140, "fuel_rate": 5.2}	HATCHBACK_5_DOORS AUTOMATIC 1.5	автоматическая	EUROPEAN	1 владелец	12.0	Оригинал	задний	Левый	1670000.0	19865.0	22479.0	2
8	хэтчбек 5 дв.	NISSAN	белый	{"id": "8505826", "name": "Elegance ESP", "available_options": ["multi-wheel", "airbag-passenger", "navigation", "lock", "electro-mirrors", "mirrors-heat", "computer", "seat-transformation", "wheel-power", "light-cleaner", "fabric-seats", "airbag-side", "abs", "climate-control-1", "auto-mirrors", "esp", "usb", "audiopreparation", "front-centre-armrest", "electro-window-back", "body-mouldings", "condition", "15-inch-wheels", "airbag-driver", "isofix", "aux", "electro-window-front", "light-sensor", "airbag-curtain", "keyless-entry", "ptf", "rain-sensor", "audiosystem-cd", "migration-flag", "front-seats-heat", "power-child-locks-rear-doors", "bluetooth", "wheel-configuration1", "immo", "12v-socket", "third-rear-headrest"]}	1.6 LTR	110 N12	{"esp": True, "airbag-driver": True, "usb": True, "aux": True, "isofix": True, "electro-window-front": True, "light-sensor": True, "multi-wheel": True, "airbag-curtain": True, "airbag-passenger": True, "front-centre-armrest": True, "computer": True, "navigation": True, "keyless-entry": True, "seat-transformation": True, "wheel-power": True, "lock": True, "light-cleaner": True, "fabric-seats": True, "electro-mirrors": True, "electro-window-back": True, "ptf": True, "rain-sensor": True, "airbag-side": True, "mirrors-heat": True, "audiosystem-cd": True, "body-mouldings": True, "abs": True, "power-child-locks-rear-doors": True, "bluetooth": True, "front-seats-heat": True, "wheel-configuration1": True, "immo": True, "climate-control-1": True, "auto-mirrors": True, "12v-socket": True, "third-rear-headrest": True, "15-inch-wheels": True}	бензин	134000.0	2010.0	1106041391	2010.0	{"code": "TIIDA", "name": "Tiida", "ru_name": "Тиида"}	TIIDA	1.6 AT (110 л.с.)	5.0	1.642335e+09	{"gear_type": "FORWARD_CONTROL", "engine_type": "GASOLINE", "transmission": "AUTOMATIC", "id": "2433084", "name": "", "nameplate": "", "displacement": 1598, "power": 110, "power_kvt": 81, "human_name": "1.6 AT (110 л.с.)"}	HATCHBACK_5_DOORS AUTOMATIC 1.6	автоматическая	JAPANESE	2 владельца	12.0	Оригинал	передний	Левый	760000.0	9041.0	10230.0	2

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Pie chart

Most occurring characters

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Most frequent character per category

Most occurring scripts

Most frequent character per script

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Most frequent character per block

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Most occurring characters

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